diff --git a/packages/core/script/generate-helicone.ts b/packages/core/script/generate-helicone.ts
index 9bc2f8272..1332aaca6 100644
--- a/packages/core/script/generate-helicone.ts
+++ b/packages/core/script/generate-helicone.ts
@@ -2,7 +2,7 @@
 
 import { z } from "zod";
 import path from "node:path";
-import { mkdir, rm, readdir, stat } from "node:fs/promises";
+import { mkdir } from "node:fs/promises";
 
 // Helicone public model registry endpoint
 const DEFAULT_ENDPOINT =
@@ -70,6 +70,10 @@ function boolFromParams(params: string[] | undefined, keys: string[]): boolean {
   return keys.some((k) => set.has(k.toLowerCase()));
 }
 
+function cleanPrice(p: number): string {
+  return parseFloat(p.toPrecision(10)).toString();
+}
+
 function sanitizeModalities(values: string[] | undefined): string[] {
   if (!values) return ["text"]; // default to text
   const allowed = new Set(["text", "audio", "image", "video", "pdf"]);
@@ -77,7 +81,30 @@ function sanitizeModalities(values: string[] | undefined): string[] {
   return out.length > 0 ? out : ["text"];
 }
 
-function formatToml(model: z.infer<typeof ModelItem>) {
+// ── Manually curated fields preserved from existing TOML ─────────────────────
+
+interface ExistingModel {
+  family?: string;
+  status?: string;
+  open_weights?: boolean;
+  release_date?: string;
+  knowledge?: string;
+}
+
+async function loadExistingModel(filePath: string): Promise<ExistingModel | null> {
+  try {
+    const file = Bun.file(filePath);
+    if (!(await file.exists())) return null;
+    const toml = await import(filePath, { with: { type: "toml" } }).then(
+      (m) => m.default,
+    );
+    return toml as ExistingModel;
+  } catch {
+    return null;
+  }
+}
+
+function formatToml(model: z.infer<typeof ModelItem>, existing: ExistingModel | null) {
   const ep = pickEndpoint(model);
   const pricing = ep?.pricing;
 
@@ -85,11 +112,9 @@ function formatToml(model: z.infer<typeof ModelItem>) {
 
   const nowISO = new Date().toISOString().slice(0, 10);
   const rdRaw = model.trainingDate ? String(model.trainingDate) : nowISO;
-  const releaseDate = rdRaw.slice(0, 10);
-  const lastUpdated = releaseDate;
-  const knowledge = model.trainingDate
-    ? String(model.trainingDate).slice(0, 7)
-    : undefined;
+  const releaseDate = existing?.release_date ?? rdRaw.slice(0, 10);
+  const knowledge = existing?.knowledge ??
+    (model.trainingDate ? String(model.trainingDate).slice(0, 7) : undefined);
 
   const attachment = false; // Not exposed by Helicone registry
   const temperature = boolFromParams(supported, ["temperature"]);
@@ -104,14 +129,16 @@ function formatToml(model: z.infer<typeof ModelItem>) {
 
   const lines: string[] = [];
   lines.push(`name = "${model.name.replaceAll('"', '\\"')}"`);
+  if (existing?.family) lines.push(`family = "${existing.family}"`);
   lines.push(`release_date = "${releaseDate}"`);
-  lines.push(`last_updated = "${lastUpdated}"`);
+  lines.push(`last_updated = "${nowISO}"`);
   lines.push(`attachment = ${attachment}`);
   lines.push(`reasoning = ${reasoning}`);
   lines.push(`temperature = ${temperature}`);
   lines.push(`tool_call = ${toolCall}`);
   if (knowledge) lines.push(`knowledge = "${knowledge}"`);
-  lines.push(`open_weights = false`);
+  lines.push(`open_weights = ${existing?.open_weights ?? false}`);
+  if (existing?.status) lines.push(`status = "${existing.status}"`);
   lines.push("");
 
   if (
@@ -123,15 +150,15 @@ function formatToml(model: z.infer<typeof ModelItem>) {
       (reasoning && pricing.reasoning)) !== undefined
   ) {
     lines.push(`[cost]`);
-    if (pricing.prompt !== undefined) lines.push(`input = ${pricing.prompt}`);
+    if (pricing.prompt !== undefined) lines.push(`input = ${cleanPrice(pricing.prompt)}`);
     if (pricing.completion !== undefined)
-      lines.push(`output = ${pricing.completion}`);
+      lines.push(`output = ${cleanPrice(pricing.completion)}`);
     if (reasoning && pricing.reasoning !== undefined)
-      lines.push(`reasoning = ${pricing.reasoning}`);
+      lines.push(`reasoning = ${cleanPrice(pricing.reasoning)}`);
     if (pricing.cacheRead !== undefined)
-      lines.push(`cache_read = ${pricing.cacheRead}`);
+      lines.push(`cache_read = ${cleanPrice(pricing.cacheRead)}`);
     if (pricing.cacheWrite !== undefined)
-      lines.push(`cache_write = ${pricing.cacheWrite}`);
+      lines.push(`cache_write = ${cleanPrice(pricing.cacheWrite)}`);
     lines.push("");
   }
 
@@ -179,29 +206,48 @@ async function main() {
 
   const models = parsed.data.data.models;
 
-  // Clean output directory: remove subfolders and existing TOML files
   await mkdir(outDir, { recursive: true });
-  for (const entry of await readdir(outDir)) {
-    const p = path.join(outDir, entry);
-    const st = await stat(p);
-    if (st.isDirectory()) {
-      await rm(p, { recursive: true, force: true });
-    } else if (st.isFile() && entry.endsWith(".toml")) {
-      await rm(p, { force: true });
-    }
-  }
   let created = 0;
+  let updated = 0;
+  let unchanged = 0;
+
+  const apiFilenames = new Set<string>();
 
   for (const m of models) {
     const fileSafeId = m.id.replaceAll("/", "-");
     const filePath = path.join(outDir, `${fileSafeId}.toml`);
-    const toml = formatToml(m);
-    await Bun.write(filePath, toml);
-    created++;
+    apiFilenames.add(`${fileSafeId}.toml`);
+    const existing = await loadExistingModel(filePath);
+    const newToml = formatToml(m, existing);
+
+    if (existing === null) {
+      await Bun.write(filePath, newToml);
+      created++;
+      continue;
+    }
+
+    // Compare ignoring last_updated line — only write if something meaningful changed
+    const strip = (s: string) => s.replace(/^last_updated = ".+"\n/m, "");
+    const existingRaw = await Bun.file(filePath).text();
+
+    if (strip(newToml) === strip(existingRaw)) {
+      unchanged++;
+    } else {
+      await Bun.write(filePath, newToml);
+      updated++;
+    }
+  }
+
+  let orphaned = 0;
+  for await (const file of new Bun.Glob("*.toml").scan({ cwd: outDir, absolute: false })) {
+    if (!apiFilenames.has(file)) {
+      console.log(`Note: ${file} not in Helicone API (kept)`);
+      orphaned++;
+    }
   }
 
   console.log(
-    `Generated ${created} model file(s) under providers/helicone/models/*.toml`,
+    `providers/helicone/models: ${created} created, ${updated} updated, ${unchanged} unchanged, ${orphaned} not in API (kept)`,
   );
 }
 
diff --git a/providers/helicone/models/claude-3.5-haiku.toml b/providers/helicone/models/claude-3.5-haiku.toml
index 7d60d1bca..1fa7ee286 100644
--- a/providers/helicone/models/claude-3.5-haiku.toml
+++ b/providers/helicone/models/claude-3.5-haiku.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude 3.5 Haiku"
 family = "claude-haiku"
 release_date = "2024-10-22"
-last_updated = "2024-10-22"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,7 +10,7 @@ knowledge = "2024-10"
 open_weights = false
 
 [cost]
-input = 0.7999999999999999
+input = 0.8
 output = 4
 cache_read = 0.08
 cache_write = 1
diff --git a/providers/helicone/models/claude-3.5-sonnet-v2.toml b/providers/helicone/models/claude-3.5-sonnet-v2.toml
index ef237090b..308e695c3 100644
--- a/providers/helicone/models/claude-3.5-sonnet-v2.toml
+++ b/providers/helicone/models/claude-3.5-sonnet-v2.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude 3.5 Sonnet v2"
 family = "claude-sonnet"
 release_date = "2024-10-22"
-last_updated = "2024-10-22"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 3
 output = 15
-cache_read = 0.30000000000000004
+cache_read = 0.3
 cache_write = 3.75
 
 [limit]
diff --git a/providers/helicone/models/claude-3.7-sonnet.toml b/providers/helicone/models/claude-3.7-sonnet.toml
index a7334908f..c83444eaa 100644
--- a/providers/helicone/models/claude-3.7-sonnet.toml
+++ b/providers/helicone/models/claude-3.7-sonnet.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude 3.7 Sonnet"
 family = "claude-sonnet"
 release_date = "2025-02-19"
-last_updated = "2025-02-19"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 3
 output = 15
-cache_read = 0.30000000000000004
+cache_read = 0.3
 cache_write = 3.75
 
 [limit]
diff --git a/providers/helicone/models/claude-4.5-haiku.toml b/providers/helicone/models/claude-4.5-haiku.toml
index cf4e521f7..6688d0332 100644
--- a/providers/helicone/models/claude-4.5-haiku.toml
+++ b/providers/helicone/models/claude-4.5-haiku.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude 4.5 Haiku"
 family = "claude-haiku"
 release_date = "2025-10-01"
-last_updated = "2025-10-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 1
 output = 5
-cache_read = 0.09999999999999999
+cache_read = 0.1
 cache_write = 1.25
 
 [limit]
diff --git a/providers/helicone/models/claude-4.5-opus.toml b/providers/helicone/models/claude-4.5-opus.toml
index 0eb4cf053..3ae5595df 100644
--- a/providers/helicone/models/claude-4.5-opus.toml
+++ b/providers/helicone/models/claude-4.5-opus.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude Opus 4.5"
 family = "claude-opus"
 release_date = "2025-11-24"
-last_updated = "2025-11-24"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 5
 output = 25
-cache_read = 0.50
+cache_read = 0.5
 cache_write = 6.25
 
 [limit]
diff --git a/providers/helicone/models/claude-4.5-sonnet.toml b/providers/helicone/models/claude-4.5-sonnet.toml
index 40eb07ab6..3002d2ea7 100644
--- a/providers/helicone/models/claude-4.5-sonnet.toml
+++ b/providers/helicone/models/claude-4.5-sonnet.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude Sonnet 4.5"
 family = "claude-sonnet"
 release_date = "2025-09-29"
-last_updated = "2025-09-29"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 3
 output = 15
-cache_read = 0.30000000000000004
+cache_read = 0.3
 cache_write = 3.75
 
 [limit]
diff --git a/providers/helicone/models/claude-4.6-opus.toml b/providers/helicone/models/claude-4.6-opus.toml
new file mode 100644
index 000000000..6896ca351
--- /dev/null
+++ b/providers/helicone/models/claude-4.6-opus.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude Opus 4.6"
+release_date = "2026-02-05"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2026-02"
+open_weights = false
+
+[cost]
+input = 5
+output = 25
+cache_read = 0.5
+cache_write = 6.25
+
+[limit]
+context = 1000000
+output = 64000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-4.6-sonnet.toml b/providers/helicone/models/claude-4.6-sonnet.toml
new file mode 100644
index 000000000..06bf096c4
--- /dev/null
+++ b/providers/helicone/models/claude-4.6-sonnet.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude Sonnet 4.6"
+release_date = "2026-02-17"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2026-02"
+open_weights = false
+
+[cost]
+input = 3
+output = 15
+cache_read = 0.3
+cache_write = 3.75
+
+[limit]
+context = 1000000
+output = 64000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-haiku-4-5-20251001.toml b/providers/helicone/models/claude-haiku-4-5-20251001.toml
index ae0208b5b..83793f184 100644
--- a/providers/helicone/models/claude-haiku-4-5-20251001.toml
+++ b/providers/helicone/models/claude-haiku-4-5-20251001.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude 4.5 Haiku (20251001)"
 family = "claude-haiku"
 release_date = "2025-10-01"
-last_updated = "2025-10-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 1
 output = 5
-cache_read = 0.09999999999999999
+cache_read = 0.1
 cache_write = 1.25
 
 [limit]
diff --git a/providers/helicone/models/claude-sonnet-4-5-20250929.toml b/providers/helicone/models/claude-sonnet-4-5-20250929.toml
index c08808fa4..01ae627b3 100644
--- a/providers/helicone/models/claude-sonnet-4-5-20250929.toml
+++ b/providers/helicone/models/claude-sonnet-4-5-20250929.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude Sonnet 4.5 (20250929)"
 family = "claude-sonnet"
 release_date = "2025-09-29"
-last_updated = "2025-09-29"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 3
 output = 15
-cache_read = 0.30000000000000004
+cache_read = 0.3
 cache_write = 3.75
 
 [limit]
diff --git a/providers/helicone/models/claude-sonnet-4.toml b/providers/helicone/models/claude-sonnet-4.toml
index 227c0508c..5383f6b7a 100644
--- a/providers/helicone/models/claude-sonnet-4.toml
+++ b/providers/helicone/models/claude-sonnet-4.toml
@@ -1,7 +1,7 @@
 name = "Anthropic: Claude Sonnet 4"
 family = "claude-sonnet"
 release_date = "2025-05-14"
-last_updated = "2025-05-14"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 3
 output = 15
-cache_read = 0.30000000000000004
+cache_read = 0.3
 cache_write = 3.75
 
 [limit]
diff --git a/providers/helicone/models/deepseek-v3.1-terminus.toml b/providers/helicone/models/deepseek-v3.1-terminus.toml
index c44811ee7..c9c790ff6 100644
--- a/providers/helicone/models/deepseek-v3.1-terminus.toml
+++ b/providers/helicone/models/deepseek-v3.1-terminus.toml
@@ -1,7 +1,7 @@
 name = "DeepSeek V3.1 Terminus"
 family = "deepseek"
 release_date = "2025-09-22"
-last_updated = "2025-09-22"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 0.27
 output = 1
-cache_read = 0.21600000000000003
+cache_read = 0.216
 
 [limit]
 context = 128000
diff --git a/providers/helicone/models/deepseek-v3.2.toml b/providers/helicone/models/deepseek-v3.2.toml
index 4138e5e6d..bc7dc3f1f 100644
--- a/providers/helicone/models/deepseek-v3.2.toml
+++ b/providers/helicone/models/deepseek-v3.2.toml
@@ -1,7 +1,7 @@
 name = "DeepSeek V3.2"
 family = "deepseek"
 release_date = "2025-09-22"
-last_updated = "2025-09-22"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,8 +10,8 @@ knowledge = "2025-09"
 open_weights = false
 
 [cost]
-input = 0.27
-output = 0.41
+input = 0.26
+output = 0.4
 
 [limit]
 context = 163840
diff --git a/providers/helicone/models/gemini-2.0-flash-exp.toml b/providers/helicone/models/gemini-2.0-flash-exp.toml
new file mode 100644
index 000000000..115433078
--- /dev/null
+++ b/providers/helicone/models/gemini-2.0-flash-exp.toml
@@ -0,0 +1,21 @@
+name = "Google Gemini 2.0 Flash Experimental"
+release_date = "2024-12-11"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2024-12"
+open_weights = false
+
+[cost]
+input = 0
+output = 0
+
+[limit]
+context = 1000000
+output = 8192
+
+[modalities]
+input = ["text", "image"]
+output = ["text", "image"]
diff --git a/providers/helicone/models/gemini-2.5-flash-lite.toml b/providers/helicone/models/gemini-2.5-flash-lite.toml
index ecd264496..abe77827d 100644
--- a/providers/helicone/models/gemini-2.5-flash-lite.toml
+++ b/providers/helicone/models/gemini-2.5-flash-lite.toml
@@ -1,7 +1,7 @@
 name = "Google Gemini 2.5 Flash Lite"
 family = "gemini-flash-lite"
 release_date = "2025-07-22"
-last_updated = "2025-07-22"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -10,10 +10,10 @@ knowledge = "2025-07"
 open_weights = false
 
 [cost]
-input = 0.09999999999999999
-output = 0.39999999999999997
-cache_read = 0.024999999999999998
-cache_write = 0.09999999999999999
+input = 0.1
+output = 0.4
+cache_read = 0.025
+cache_write = 0.1
 
 [limit]
 context = 1048576
diff --git a/providers/helicone/models/gemini-3-flash-preview.toml b/providers/helicone/models/gemini-3-flash-preview.toml
new file mode 100644
index 000000000..f36cb1109
--- /dev/null
+++ b/providers/helicone/models/gemini-3-flash-preview.toml
@@ -0,0 +1,22 @@
+name = "Google Gemini 3 Flash Preview"
+release_date = "2025-12-17"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-12"
+open_weights = false
+
+[cost]
+input = 0.5
+output = 3
+cache_read = 0.05
+
+[limit]
+context = 1048576
+output = 65536
+
+[modalities]
+input = ["text", "image", "audio", "video"]
+output = ["text"]
diff --git a/providers/helicone/models/gemini-3-pro-image-preview.toml b/providers/helicone/models/gemini-3-pro-image-preview.toml
new file mode 100644
index 000000000..5d8700150
--- /dev/null
+++ b/providers/helicone/models/gemini-3-pro-image-preview.toml
@@ -0,0 +1,21 @@
+name = "Google Gemini 3 Pro Image Preview"
+release_date = "2025-11-20"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2025-11"
+open_weights = false
+
+[cost]
+input = 2
+output = 12
+
+[limit]
+context = 65536
+output = 32768
+
+[modalities]
+input = ["text", "image"]
+output = ["text", "image"]
diff --git a/providers/helicone/models/gemini-3-pro-preview.toml b/providers/helicone/models/gemini-3-pro-preview.toml
index 757b2d599..daddb5feb 100644
--- a/providers/helicone/models/gemini-3-pro-preview.toml
+++ b/providers/helicone/models/gemini-3-pro-preview.toml
@@ -1,7 +1,7 @@
 name = "Google Gemini 3 Pro Preview"
 family = "gemini-pro"
 release_date = "2025-11-18"
-last_updated = "2025-11-18"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 2
 output = 12
-cache_read = 0.19999999999999998
+cache_read = 0.2
 
 [limit]
 context = 1048576
diff --git a/providers/helicone/models/gemini-3.1-pro-preview.toml b/providers/helicone/models/gemini-3.1-pro-preview.toml
new file mode 100644
index 000000000..1ee032318
--- /dev/null
+++ b/providers/helicone/models/gemini-3.1-pro-preview.toml
@@ -0,0 +1,22 @@
+name = "Google Gemini 3.1 Pro Preview"
+release_date = "2026-02-09"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2026-02"
+open_weights = false
+
+[cost]
+input = 2
+output = 12
+cache_read = 0.2
+
+[limit]
+context = 1048576
+output = 65536
+
+[modalities]
+input = ["text", "image", "audio", "video"]
+output = ["text"]
diff --git a/providers/helicone/models/gemma-3-12b-it.toml b/providers/helicone/models/gemma-3-12b-it.toml
index 723ad7592..9b443fdf2 100644
--- a/providers/helicone/models/gemma-3-12b-it.toml
+++ b/providers/helicone/models/gemma-3-12b-it.toml
@@ -1,7 +1,7 @@
 name = "Google Gemma 3 12B"
 family = "gemma"
 release_date = "2024-12-01"
-last_updated = "2024-12-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,8 +10,8 @@ knowledge = "2024-12"
 open_weights = false
 
 [cost]
-input = 0.049999999999999996
-output = 0.09999999999999999
+input = 0.05
+output = 0.1
 
 [limit]
 context = 131072
diff --git a/providers/helicone/models/glm-4.6.toml b/providers/helicone/models/glm-4.6.toml
index 8e9605780..06a74b9f3 100644
--- a/providers/helicone/models/glm-4.6.toml
+++ b/providers/helicone/models/glm-4.6.toml
@@ -1,7 +1,7 @@
 name = "Zai GLM-4.6"
 family = "glm"
 release_date = "2024-07-18"
-last_updated = "2024-07-18"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -10,7 +10,7 @@ knowledge = "2024-07"
 open_weights = false
 
 [cost]
-input = 0.44999999999999996
+input = 0.45
 output = 1.5
 
 [limit]
diff --git a/providers/helicone/models/glm-4.7.toml b/providers/helicone/models/glm-4.7.toml
new file mode 100644
index 000000000..5268ee54e
--- /dev/null
+++ b/providers/helicone/models/glm-4.7.toml
@@ -0,0 +1,21 @@
+name = "Zai GLM-4.7"
+release_date = "2024-12-22"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2024-12"
+open_weights = false
+
+[cost]
+input = 0.43
+output = 1.75
+
+[limit]
+context = 204800
+output = 131072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-4.1-mini.toml b/providers/helicone/models/gpt-4.1-mini.toml
index 275f6ebc9..58bfdd6aa 100644
--- a/providers/helicone/models/gpt-4.1-mini.toml
+++ b/providers/helicone/models/gpt-4.1-mini.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-4.1 Mini"
 family = "gpt-mini"
 release_date = "2025-04-14"
-last_updated = "2025-04-14"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,9 +10,9 @@ knowledge = "2025-04"
 open_weights = false
 
 [cost]
-input = 0.39999999999999997
-output = 1.5999999999999999
-cache_read = 0.09999999999999999
+input = 0.4
+output = 1.6
+cache_read = 0.1
 
 [limit]
 context = 1047576
diff --git a/providers/helicone/models/gpt-4.1-nano.toml b/providers/helicone/models/gpt-4.1-nano.toml
index 935645859..19b003344 100644
--- a/providers/helicone/models/gpt-4.1-nano.toml
+++ b/providers/helicone/models/gpt-4.1-nano.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-4.1 Nano"
 family = "gpt-nano"
 release_date = "2025-04-14"
-last_updated = "2025-04-14"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,9 +10,9 @@ knowledge = "2025-04"
 open_weights = false
 
 [cost]
-input = 0.09999999999999999
-output = 0.39999999999999997
-cache_read = 0.024999999999999998
+input = 0.1
+output = 0.4
+cache_read = 0.025
 
 [limit]
 context = 1047576
diff --git a/providers/helicone/models/gpt-5-2025-08-07.toml b/providers/helicone/models/gpt-5-2025-08-07.toml
new file mode 100644
index 000000000..a956584ae
--- /dev/null
+++ b/providers/helicone/models/gpt-5-2025-08-07.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5"
+release_date = "2025-08-07"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2025-08"
+open_weights = false
+
+[cost]
+input = 1.25
+output = 10
+cache_read = 0.125
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5-chat-latest.toml b/providers/helicone/models/gpt-5-chat-latest.toml
index 1486ecaa5..8c6efc136 100644
--- a/providers/helicone/models/gpt-5-chat-latest.toml
+++ b/providers/helicone/models/gpt-5-chat-latest.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-5 Chat Latest"
 family = "gpt-codex"
 release_date = "2024-09-30"
-last_updated = "2024-09-30"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 1.25
 output = 10
-cache_read = 0.12500000000000003
+cache_read = 0.125
 
 [limit]
 context = 128000
diff --git a/providers/helicone/models/gpt-5-codex.toml b/providers/helicone/models/gpt-5-codex.toml
index 5f9a13305..7ef6d9430 100644
--- a/providers/helicone/models/gpt-5-codex.toml
+++ b/providers/helicone/models/gpt-5-codex.toml
@@ -1,7 +1,7 @@
 name = "OpenAI: GPT-5 Codex"
 family = "gpt-codex"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 1.25
 output = 10
-cache_read = 0.12500000000000003
+cache_read = 0.125
 
 [limit]
 context = 400000
diff --git a/providers/helicone/models/gpt-5-mini-2025-08-07.toml b/providers/helicone/models/gpt-5-mini-2025-08-07.toml
new file mode 100644
index 000000000..1fc84e567
--- /dev/null
+++ b/providers/helicone/models/gpt-5-mini-2025-08-07.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5 Mini"
+release_date = "2025-08-07"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2025-08"
+open_weights = false
+
+[cost]
+input = 0.25
+output = 2
+cache_read = 0.025
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5-mini.toml b/providers/helicone/models/gpt-5-mini.toml
index 18ce082ce..3b92a7e4a 100644
--- a/providers/helicone/models/gpt-5-mini.toml
+++ b/providers/helicone/models/gpt-5-mini.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-5 Mini"
 family = "gpt-mini"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 0.25
 output = 2
-cache_read = 0.024999999999999998
+cache_read = 0.025
 
 [limit]
 context = 400000
diff --git a/providers/helicone/models/gpt-5-nano-2025-08-07.toml b/providers/helicone/models/gpt-5-nano-2025-08-07.toml
new file mode 100644
index 000000000..88c98702e
--- /dev/null
+++ b/providers/helicone/models/gpt-5-nano-2025-08-07.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5 Nano"
+release_date = "2025-08-07"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2025-08"
+open_weights = false
+
+[cost]
+input = 0.05
+output = 0.4
+cache_read = 0.005
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5-nano.toml b/providers/helicone/models/gpt-5-nano.toml
index 156170d71..2ecd61b8a 100644
--- a/providers/helicone/models/gpt-5-nano.toml
+++ b/providers/helicone/models/gpt-5-nano.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-5 Nano"
 family = "gpt-nano"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -10,8 +10,8 @@ knowledge = "2025-01"
 open_weights = false
 
 [cost]
-input = 0.049999999999999996
-output = 0.39999999999999997
+input = 0.05
+output = 0.4
 cache_read = 0.005
 
 [limit]
diff --git a/providers/helicone/models/gpt-5-pro-2025-10-01.toml b/providers/helicone/models/gpt-5-pro-2025-10-01.toml
new file mode 100644
index 000000000..639b1d00e
--- /dev/null
+++ b/providers/helicone/models/gpt-5-pro-2025-10-01.toml
@@ -0,0 +1,21 @@
+name = "OpenAI: GPT-5 Pro"
+release_date = "2025-10-01"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2025-10"
+open_weights = false
+
+[cost]
+input = 15
+output = 120
+
+[limit]
+context = 128000
+output = 32768
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5-pro.toml b/providers/helicone/models/gpt-5-pro.toml
index 39cc704b7..35f93d1bf 100644
--- a/providers/helicone/models/gpt-5-pro.toml
+++ b/providers/helicone/models/gpt-5-pro.toml
@@ -1,11 +1,11 @@
 name = "OpenAI: GPT-5 Pro"
 family = "gpt-pro"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
-tool_call = false
+tool_call = true
 knowledge = "2025-01"
 open_weights = false
 
diff --git a/providers/helicone/models/gpt-5.1-2025-11-13.toml b/providers/helicone/models/gpt-5.1-2025-11-13.toml
new file mode 100644
index 000000000..0272a819d
--- /dev/null
+++ b/providers/helicone/models/gpt-5.1-2025-11-13.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5.1"
+release_date = "2025-11-13"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2025-11"
+open_weights = false
+
+[cost]
+input = 1.25
+output = 10
+cache_read = 0.125
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text", "image"]
diff --git a/providers/helicone/models/gpt-5.1-chat-latest.toml b/providers/helicone/models/gpt-5.1-chat-latest.toml
index 7702eb760..9faab9798 100644
--- a/providers/helicone/models/gpt-5.1-chat-latest.toml
+++ b/providers/helicone/models/gpt-5.1-chat-latest.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-5.1 Chat"
 family = "gpt-codex"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 1.25
 output = 10
-cache_read = 0.12500000000000003
+cache_read = 0.125
 
 [limit]
 context = 128000
@@ -20,4 +20,4 @@ output = 16384
 
 [modalities]
 input = ["text", "image"]
-output = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5.1-codex-mini.toml b/providers/helicone/models/gpt-5.1-codex-mini.toml
index ecfd58ea6..65235aaf1 100644
--- a/providers/helicone/models/gpt-5.1-codex-mini.toml
+++ b/providers/helicone/models/gpt-5.1-codex-mini.toml
@@ -1,7 +1,7 @@
 name = "OpenAI: GPT-5.1 Codex Mini"
 family = "gpt-codex"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 0.25
 output = 2
-cache_read = 0.024999999999999998
+cache_read = 0.025
 
 [limit]
 context = 400000
@@ -20,4 +20,4 @@ output = 128000
 
 [modalities]
 input = ["text", "image"]
-output = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5.1-codex.toml b/providers/helicone/models/gpt-5.1-codex.toml
index bfba5f6cf..3275d226b 100644
--- a/providers/helicone/models/gpt-5.1-codex.toml
+++ b/providers/helicone/models/gpt-5.1-codex.toml
@@ -1,7 +1,7 @@
 name = "OpenAI: GPT-5.1 Codex"
 family = "gpt-codex"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 1.25
 output = 10
-cache_read = 0.12500000000000003
+cache_read = 0.125
 
 [limit]
 context = 400000
@@ -20,4 +20,4 @@ output = 128000
 
 [modalities]
 input = ["text", "image"]
-output = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5.1.toml b/providers/helicone/models/gpt-5.1.toml
index 7f885c88b..a233ed866 100644
--- a/providers/helicone/models/gpt-5.1.toml
+++ b/providers/helicone/models/gpt-5.1.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-5.1"
 family = "gpt"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 1.25
 output = 10
-cache_read = 0.12500000000000003
+cache_read = 0.125
 
 [limit]
 context = 400000
@@ -20,4 +20,4 @@ output = 128000
 
 [modalities]
 input = ["text", "image"]
-output = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5.2-chat-latest.toml b/providers/helicone/models/gpt-5.2-chat-latest.toml
new file mode 100644
index 000000000..702ee75ff
--- /dev/null
+++ b/providers/helicone/models/gpt-5.2-chat-latest.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5.2 Chat"
+release_date = "2025-12-11"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-12"
+open_weights = false
+
+[cost]
+input = 1.75
+output = 14
+cache_read = 0.175
+
+[limit]
+context = 128000
+output = 16384
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5.2-pro.toml b/providers/helicone/models/gpt-5.2-pro.toml
new file mode 100644
index 000000000..2e6be20a6
--- /dev/null
+++ b/providers/helicone/models/gpt-5.2-pro.toml
@@ -0,0 +1,21 @@
+name = "OpenAI: GPT-5.2 Pro"
+release_date = "2025-12-11"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-12"
+open_weights = false
+
+[cost]
+input = 21
+output = 168
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5.2.toml b/providers/helicone/models/gpt-5.2.toml
new file mode 100644
index 000000000..40239ad40
--- /dev/null
+++ b/providers/helicone/models/gpt-5.2.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5.2"
+release_date = "2025-12-11"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-12"
+open_weights = false
+
+[cost]
+input = 1.75
+output = 14
+cache_read = 0.175
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5.toml b/providers/helicone/models/gpt-5.toml
index 132b853db..994bed1d6 100644
--- a/providers/helicone/models/gpt-5.toml
+++ b/providers/helicone/models/gpt-5.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-5"
 family = "gpt"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = false
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 1.25
 output = 10
-cache_read = 0.12500000000000003
+cache_read = 0.125
 
 [limit]
 context = 400000
diff --git a/providers/helicone/models/gpt-image-1.5.toml b/providers/helicone/models/gpt-image-1.5.toml
new file mode 100644
index 000000000..9733e3cb2
--- /dev/null
+++ b/providers/helicone/models/gpt-image-1.5.toml
@@ -0,0 +1,21 @@
+name = "OpenAI GPT Image 1.5"
+release_date = "2025-12-01"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = false
+knowledge = "2025-12"
+open_weights = false
+
+[cost]
+input = 5
+output = 10
+
+[limit]
+context = 8192
+output = 4096
+
+[modalities]
+input = ["text", "image"]
+output = ["image", "text"]
diff --git a/providers/helicone/models/gpt-image-1.toml b/providers/helicone/models/gpt-image-1.toml
new file mode 100644
index 000000000..18f73e273
--- /dev/null
+++ b/providers/helicone/models/gpt-image-1.toml
@@ -0,0 +1,21 @@
+name = "OpenAI GPT Image 1"
+release_date = "2025-04-01"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = false
+knowledge = "2025-04"
+open_weights = false
+
+[cost]
+input = 6.25
+output = 12.5
+
+[limit]
+context = 8192
+output = 4096
+
+[modalities]
+input = ["text", "image"]
+output = ["image", "text"]
diff --git a/providers/helicone/models/gpt-oss-20b.toml b/providers/helicone/models/gpt-oss-20b.toml
index 0cdec499d..86b00f4cf 100644
--- a/providers/helicone/models/gpt-oss-20b.toml
+++ b/providers/helicone/models/gpt-oss-20b.toml
@@ -1,7 +1,7 @@
 name = "OpenAI GPT-OSS 20b"
 family = "gpt-oss"
 release_date = "2024-06-01"
-last_updated = "2024-06-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -10,8 +10,8 @@ knowledge = "2024-06"
 open_weights = false
 
 [cost]
-input = 0.049999999999999996
-output = 0.19999999999999998
+input = 0.05
+output = 0.2
 
 [limit]
 context = 131072
diff --git a/providers/helicone/models/grok-4-1-fast-non-reasoning.toml b/providers/helicone/models/grok-4-1-fast-non-reasoning.toml
index c3a69d839..d41199389 100644
--- a/providers/helicone/models/grok-4-1-fast-non-reasoning.toml
+++ b/providers/helicone/models/grok-4-1-fast-non-reasoning.toml
@@ -1,7 +1,7 @@
 name = "xAI Grok 4.1 Fast Non-Reasoning"
 family = "grok"
 release_date = "2025-11-17"
-last_updated = "2025-11-17"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,9 +10,9 @@ knowledge = "2025-11"
 open_weights = false
 
 [cost]
-input = 0.19999999999999998
+input = 0.2
 output = 0.5
-cache_read = 0.049999999999999996
+cache_read = 0.05
 
 [limit]
 context = 2000000
diff --git a/providers/helicone/models/grok-4-1-fast-reasoning.toml b/providers/helicone/models/grok-4-1-fast-reasoning.toml
index 01405f36f..c9f8d191a 100644
--- a/providers/helicone/models/grok-4-1-fast-reasoning.toml
+++ b/providers/helicone/models/grok-4-1-fast-reasoning.toml
@@ -1,7 +1,7 @@
 name = "xAI Grok 4.1 Fast Reasoning"
 family = "grok"
 release_date = "2025-11-17"
-last_updated = "2025-11-17"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -10,9 +10,9 @@ knowledge = "2025-11"
 open_weights = false
 
 [cost]
-input = 0.19999999999999998
+input = 0.2
 output = 0.5
-cache_read = 0.049999999999999996
+cache_read = 0.05
 
 [limit]
 context = 2000000
diff --git a/providers/helicone/models/grok-4-fast-non-reasoning.toml b/providers/helicone/models/grok-4-fast-non-reasoning.toml
index 9f4801334..d5980bec4 100644
--- a/providers/helicone/models/grok-4-fast-non-reasoning.toml
+++ b/providers/helicone/models/grok-4-fast-non-reasoning.toml
@@ -1,7 +1,7 @@
 name = "xAI Grok 4 Fast Non-Reasoning"
 family = "grok"
 release_date = "2025-09-19"
-last_updated = "2025-09-19"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,9 +10,9 @@ knowledge = "2025-09"
 open_weights = false
 
 [cost]
-input = 0.19999999999999998
+input = 0.2
 output = 0.5
-cache_read = 0.049999999999999996
+cache_read = 0.05
 
 [limit]
 context = 2000000
diff --git a/providers/helicone/models/grok-4-fast-reasoning.toml b/providers/helicone/models/grok-4-fast-reasoning.toml
index 3c8a4a59d..56eafff25 100644
--- a/providers/helicone/models/grok-4-fast-reasoning.toml
+++ b/providers/helicone/models/grok-4-fast-reasoning.toml
@@ -1,7 +1,7 @@
 name = "xAI: Grok 4 Fast Reasoning"
 family = "grok"
 release_date = "2025-09-01"
-last_updated = "2025-09-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -10,9 +10,9 @@ knowledge = "2025-09"
 open_weights = false
 
 [cost]
-input = 0.19999999999999998
+input = 0.2
 output = 0.5
-cache_read = 0.049999999999999996
+cache_read = 0.05
 
 [limit]
 context = 2000000
diff --git a/providers/helicone/models/grok-code-fast-1.toml b/providers/helicone/models/grok-code-fast-1.toml
index aeb6e302d..628642752 100644
--- a/providers/helicone/models/grok-code-fast-1.toml
+++ b/providers/helicone/models/grok-code-fast-1.toml
@@ -1,7 +1,7 @@
 name = "xAI Grok Code Fast 1"
 family = "grok"
 release_date = "2024-08-25"
-last_updated = "2024-08-25"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,7 +10,7 @@ knowledge = "2024-08"
 open_weights = false
 
 [cost]
-input = 0.19999999999999998
+input = 0.2
 output = 1.5
 cache_read = 0.02
 
diff --git a/providers/helicone/models/kimi-k2-0711.toml b/providers/helicone/models/kimi-k2-0711.toml
index 885b51a07..d95336600 100644
--- a/providers/helicone/models/kimi-k2-0711.toml
+++ b/providers/helicone/models/kimi-k2-0711.toml
@@ -1,7 +1,7 @@
 name = "Kimi K2 (07/11)"
 family = "kimi"
 release_date = "2025-01-01"
-last_updated = "2025-01-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,7 +10,7 @@ knowledge = "2025-01"
 open_weights = false
 
 [cost]
-input = 0.5700000000000001
+input = 0.57
 output = 2.3
 
 [limit]
diff --git a/providers/helicone/models/kimi-k2-0905.toml b/providers/helicone/models/kimi-k2-0905.toml
index 580060bd1..e09542ed2 100644
--- a/providers/helicone/models/kimi-k2-0905.toml
+++ b/providers/helicone/models/kimi-k2-0905.toml
@@ -1,7 +1,7 @@
 name = "Kimi K2 (09/05)"
 family = "kimi"
 release_date = "2025-09-05"
-last_updated = "2025-09-05"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -12,7 +12,7 @@ open_weights = false
 [cost]
 input = 0.5
 output = 2
-cache_read = 0.39999999999999997
+cache_read = 0.4
 
 [limit]
 context = 262144
diff --git a/providers/helicone/models/kimi-k2.5.toml b/providers/helicone/models/kimi-k2.5.toml
new file mode 100644
index 000000000..9cb2064d3
--- /dev/null
+++ b/providers/helicone/models/kimi-k2.5.toml
@@ -0,0 +1,22 @@
+name = "Kimi K2.5"
+release_date = "2025-01-27"
+last_updated = "2026-03-03"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 1.2
+output = 1.2
+cache_read = 0.6
+
+[limit]
+context = 262144
+output = 16384
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-3.1-8b-instant.toml b/providers/helicone/models/llama-3.1-8b-instant.toml
index cecdfb812..d9b0085ae 100644
--- a/providers/helicone/models/llama-3.1-8b-instant.toml
+++ b/providers/helicone/models/llama-3.1-8b-instant.toml
@@ -1,7 +1,7 @@
 name = "Meta Llama 3.1 8B Instant"
 family = "llama"
 release_date = "2024-07-01"
-last_updated = "2024-07-01"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,7 +10,7 @@ knowledge = "2024-07"
 open_weights = false
 
 [cost]
-input = 0.049999999999999996
+input = 0.05
 output = 0.08
 
 [limit]
diff --git a/providers/helicone/models/llama-3.1-8b-instruct.toml b/providers/helicone/models/llama-3.1-8b-instruct.toml
index 137ddd7d0..b356b4752 100644
--- a/providers/helicone/models/llama-3.1-8b-instruct.toml
+++ b/providers/helicone/models/llama-3.1-8b-instruct.toml
@@ -1,7 +1,7 @@
 name = "Meta Llama 3.1 8B Instruct"
 family = "llama"
 release_date = "2024-07-23"
-last_updated = "2024-07-23"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -11,7 +11,7 @@ open_weights = false
 
 [cost]
 input = 0.02
-output = 0.049999999999999996
+output = 0.05
 
 [limit]
 context = 16384
diff --git a/providers/helicone/models/llama-3.3-70b-versatile.toml b/providers/helicone/models/llama-3.3-70b-versatile.toml
index 132712b53..536e3a03e 100644
--- a/providers/helicone/models/llama-3.3-70b-versatile.toml
+++ b/providers/helicone/models/llama-3.3-70b-versatile.toml
@@ -1,7 +1,7 @@
 name = "Meta Llama 3.3 70B Versatile"
 family = "llama"
 release_date = "2024-12-06"
-last_updated = "2024-12-06"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -11,7 +11,7 @@ open_weights = false
 
 [cost]
 input = 0.59
-output = 0.7899999999999999
+output = 0.79
 
 [limit]
 context = 131072
diff --git a/providers/helicone/models/qwen3-235b-a22b-thinking.toml b/providers/helicone/models/qwen3-235b-a22b-thinking.toml
index cf5a88e41..6aea8ba13 100644
--- a/providers/helicone/models/qwen3-235b-a22b-thinking.toml
+++ b/providers/helicone/models/qwen3-235b-a22b-thinking.toml
@@ -1,7 +1,7 @@
 name = "Qwen3 235B A22B Thinking"
 family = "qwen"
 release_date = "2025-07-25"
-last_updated = "2025-07-25"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = true
 temperature = true
@@ -11,7 +11,7 @@ open_weights = false
 
 [cost]
 input = 0.3
-output = 2.9000000000000004
+output = 2.9
 
 [limit]
 context = 262144
diff --git a/providers/helicone/models/qwen3-coder-30b-a3b-instruct.toml b/providers/helicone/models/qwen3-coder-30b-a3b-instruct.toml
index 37d374891..0bc41df11 100644
--- a/providers/helicone/models/qwen3-coder-30b-a3b-instruct.toml
+++ b/providers/helicone/models/qwen3-coder-30b-a3b-instruct.toml
@@ -1,7 +1,7 @@
 name = "Qwen3 Coder 30B A3B Instruct"
 family = "qwen"
 release_date = "2025-07-31"
-last_updated = "2025-07-31"
+last_updated = "2026-03-03"
 attachment = false
 reasoning = false
 temperature = true
@@ -10,7 +10,7 @@ knowledge = "2025-07"
 open_weights = false
 
 [cost]
-input = 0.09999999999999999
+input = 0.1
 output = 0.3
 
 [limit]