SAGE

🏆 Leaderboard

As of August 31, 2026, Claude Opus 4.7 is #1 for SAGE at 56.1%. Ranked by the SAGE score 55 models in this index have a published SAGE score. SAGE leaderboard with live API prices. SAGE — Vals.ai safety and generalized evaluation suite.

Updated August 31, 2026345 models36 providers

SAGE vs price

55 models. Left is cheaper. Up is a higher score. The line is the best score you can buy at each price — a dot under it is a worse deal than something on the line.

Best score at each price#1 on this board


Claude Opus 4.7 Anthropic · Proprietary	56.1%	$30.00
Gemma 4 31BOSS Google · Open Source	55.0%	$0.54
Claude Opus 4.8 Anthropic · Proprietary	54.8%	$30.00
Kimi K3OSS Moonshot AI · Open Source	54.3%	$18.00
GPT-5.6 Sol OpenAI · Proprietary	52.6%	$35.00
Claude Fable 5 Anthropic · Proprietary	51.9%	$60.00
Gemini 3 Flash Google · Proprietary	51.9%	$3.50
GPT-5.5 OpenAI · Proprietary	51.5%	$35.00
Qwen3.8 MaxOSS Qwen · Open Source	51.3%	$8.00
GPT-5.4 mini OpenAI · Proprietary	50.8%	$5.25
MiniMax M3OSS MiniMax · Open Source	50.6%	$1.50
Kimi K2.6OSS Moonshot AI · Open Source	50.2%	$4.93
Gemini 3.5 Flash Google · Proprietary	49.9%	$10.50
Gemini 3.1 Flash-Lite Google · Proprietary	49.5%	$1.75
Claude Opus 5 Anthropic · Proprietary	49.4%	$30.00
GPT-5.2 OpenAI · Proprietary	49.3%	$15.75
Gemini 3.7 Flash Google · Proprietary	49.2%	$4.50
Claude Sonnet 5 Anthropic · Proprietary	48.9%	$12.00
Gemini 3.6 Flash Google · Proprietary	48.7%	$4.50
Gemini 3.1 Pro Google · Proprietary	48.7%	$17.50
Muse Spark 1.2 Meta · Proprietary	47.7%	$5.50
Gemini 3 Pro Google · Proprietary	47.6%	$14.00
Gemini 3.5 Flash-Lite Google · Proprietary	47.3%	$2.80
GPT-5.6 Terra OpenAI · Proprietary	47%	$14.00
Claude Sonnet 4.6 Anthropic · Proprietary	46.6%	$18.00
Qwen3.6-27BOSS Qwen · Open Source	45.6%	$4.20
Muse Spark 1.1 Meta · Proprietary	45.6%	$5.50
Claude Opus 4.5 Anthropic · Proprietary	45%	$30.00
Qwen3.6 Plus Qwen · Proprietary	44.9%	$3.50
Gemini 2.5 Flash Google · Proprietary	44.8%	$2.80
GPT-5.6 Luna OpenAI · Proprietary	44.2%	$1.40
GPT-5 OpenAI · Proprietary	43.7%	$11.25
GPT-5.4 OpenAI · Proprietary	43.3%	$17.50
MiMo-V2.5OSS Xiaomi · Open Source	43.3%	$0.50
GPT-5.1 OpenAI · Proprietary	43.2%	$11.25
GPT-5 mini OpenAI · Proprietary	43.0%	$2.25
Gemini 2.5 Pro Google · Proprietary	41.9%	$11.25
o3 OpenAI · Proprietary	41.8%	$10.00
o4-mini OpenAI · Proprietary	41.1%	$5.50
Qwen3.7-Plus Qwen · Proprietary	39.3%	$1.60
GPT-5.4 nano OpenAI · Proprietary	38.1%	$1.45
Mistral Medium 3.5OSS Mistral · Open Source · via Mistral AI	37.6%	$9.00
Claude Sonnet 4 Anthropic · Proprietary	35%	$18.00
Grok 4.5 xAI · Proprietary	35.0%	$8.00
Claude Sonnet 4.5 Anthropic · Proprietary	32.9%	$18.00
Inkling-SmallOSS Thinking Machines · Open Source · via Thinking Machines Lab	32.7%	$1.50
Claude Opus 4.1 Anthropic · Proprietary	31.4%	$90.00
Grok-4.1 Fast Reasoning xAI · Proprietary	31.3%	$0.70
GPT-5 nano OpenAI · Proprietary	30.4%	$0.45
Grok-4 Fast Reasoning xAI · Proprietary	29.8%	$0.70

Showing 1–50 of 345 models

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The index

All Large Language Models

345 models across 36 providers. Search or jump to a lab — every model page stays linked here.

Cursor

2 models

Composer 2 Composer 2 Fast

xAI

17 models

Grok 4.6 Grok 4.5 Grok 4.3 Grok-4.1 Grok-4.1 Fast Non-Reasoning Grok-4.1 Fast Reasoning Grok-4.1 Thinking Grok 4 Fast Grok Code Fast 1 Grok-4 Fast Non-Reasoning Grok-4 Fast Reasoning Grok-4 Grok-3 Grok-3 Mini Grok-2 Grok-1.5V Grok-1.5

MiniMax

7 models

MiniMax M3 MiniMax M2.7 MiniMax M2.5 MiniMax M2.1 MiniMax M2 MiniMax M1 40K MiniMax M1 80K

Qwen

55 models

Qwen3.8 Flash Qwen3.8-Flash-Next Qwen3.8-27B Qwen3.8-2.4T-A95B Qwen3.8 Max Qwen3.7 Flash Qwen3.7-Plus Qwen3.7 Max Qwen3.6-27B Qwen3.6-35B-A3B Qwen3.6 Plus Qwen3.5-0.8B Qwen3.5-2B Qwen3.5-4B Qwen3.5-9B Qwen3.5-122B-A10B Qwen3.5-27B Qwen3.5-35B-A3B Qwen3.5-397B-A17B Qwen3 Max Qwen3 VL 235B A22B Instruct Qwen3 VL 235B A22B Thinking Qwen3 VL 30B A3B Instruct Qwen3 VL 30B A3B Thinking Qwen3 VL 32B Instruct Qwen3 VL 32B Thinking Qwen3 VL 4B Instruct Qwen3 VL 4B Thinking Qwen3 VL 8B Instruct Qwen3 VL 8B Thinking Qwen3-Next-80B-A3B-Instruct Qwen3-Next-80B-A3B-Thinking Qwen3-235B-A22B-Thinking-2507 Qwen3-235B-A22B-Instruct-2507 Qwen3 235B A22B Qwen3 30B A3B Qwen3 32B Qwen2.5-Omni-7B QwQ-32B Qwen2.5 VL 32B Instruct Qwen3-Coder 480B A35B Instruct Qwen2.5 VL 72B Instruct Qwen2.5 VL 7B Instruct Qwen3-Coder QvQ-72B-Preview QwQ-32B-Preview Qwen2.5 14B Instruct Qwen2.5 32B Instruct Qwen2.5 72B Instruct Qwen2.5 7B Instruct Qwen2.5-Coder 32B Instruct Qwen2.5-Coder 7B Instruct Qwen2-VL-72B-Instruct Qwen2 72B Instruct Qwen2 7B Instruct

AI21 Labs

2 models

Jamba 1.5 Large Jamba 1.5 Mini

Amazon

7 models

Nova 2 Lite Nova 2 Omni Nova 2 Pro Nova 2 Sonic Nova Lite Nova Micro Nova Pro

Baidu

2 models

ERNIE 5.0 ERNIE 4.5

ByteDance

4 models

Seed 2.1 Pro Seed 2.1 Turbo Seed 2.0 Lite Seed 2.0 Pro

Cohere

4 models

North Micro Vision Instruct North Mini Code 1.0 Command A+Command R+

IBM

2 models

IBM Granite 4.0 Tiny Preview Granite 3.3 8B Instruct

Inception

1 models

Mercury 2

inclusionAI

1 models

Ling-3.0-flash

LG AI Research

1 models

K-EXAONE-236B-A23B

Liquid AI

2 models

LFM2.5-VL-3B LFM2.5-2.6B

Meituan

4 models

LongCat-Flash-Lite LongCat-Flash-Thinking-2601 LongCat-Flash-Thinking LongCat-Flash-Chat

Microsoft

9 models

MAI-Code-1.1-Flash MAI-Code-1-Flash MAI-Thinking-1 Phi 4 Mini Phi-4-multimodal-instruct Phi 4 Phi-3.5-mini-instruct Phi-3.5-MoE-instruct Phi-3.5-vision-instruct

Moonshot AI

11 models

Kimi K3 Kimi K2.7 Code Kimi K2.7 Code HighSpeed Kimi K2.6 Kimi K2.5 Kimi K2 0905 Kimi K2-Instruct-0905 Kimi K2-Thinking-0905 Kimi K2 Base Kimi K2 Instruct Kimi-k1.5

Nous Research

1 models

Hermes 3 70B

NVIDIA

9 models

Nemotron 3.5 Lightning (30B A3B)Nemotron 3 Ultra (550B A55B)Nemotron 3 Super (120B A12B)Nemotron 3 Nano (30B A3B)Nemotron Nano 9B v2 Llama 3.1 Nemotron Ultra 253B v1 Llama 3.1 Nemotron Nano 8B V1 Llama-3.3 Nemotron Super 49B v1 Llama 3.1 Nemotron 70B Instruct

OpenBMB

1 models

MiniCPM-SALA

Poolside

2 models

Laguna S 2.1 Laguna XS 2.1

Sakana AI

1 models

Sakana Namazu

Sarvam AI

2 models

Sarvam-105B Sarvam-30B

StepFun

2 models

Step-3.5-Flash Step3-VL-10B

Tencent

1 models

Hy3

Thinking Machines

1 models

Inkling-Small

Unisound

1 models

Upstage

1 models

Solar Pro 4

Xiaomi

5 models

MiMo-V2.5-Pro MiMo-V2.5 MiMo-V2-Omni MiMo-V2-Pro MiMo-V2-Flash

Which model leads SAGE right now?

As of August 31, 2026, Claude Opus 4.7 by Anthropic is #1 for SAGE at 56.1%. Ranked by the SAGE score This board also tracks SAGE. Next on the same board: Gemma 4 31B and Claude Opus 4.8. This sage leaderboard ranks models by SAGE. Scores come from public evals. Prices are the live API rates in the table above.

Sources: OpenAI API pricing (https://developers.openai.com/api/docs/pricing); Anthropic Claude API pricing (https://platform.claude.com/docs/en/about-claude/pricing); Gemini API pricing (https://ai.google.dev/gemini-api/docs/pricing)

Top 8 for sage. Ranked by the SAGE score Input and output are dollars per million tokens.
Rank	Model	SAGE	Input /M	Output /M
1	Claude Opus 4.7	56.1%	$5.00	$25.00
2	Gemma 4 31B	55.0%	$0.14	$0.40
3	Claude Opus 4.8	54.8%	$5.00	$25.00
4	Kimi K3	54.3%	$3.00	$15.00
5	GPT-5.6 Sol	52.6%	$5.00	$30.00
6	Claude Fable 5	51.9%	$10.00	$50.00
7	Gemini 3 Flash	51.9%	$0.50	$3.00
8	GPT-5.5	51.5%	$5.00	$30.00

Related LLM leaderboards

LLM Leaderboard Coding Math Agentic Reasoning Writing Science Finance Long Context Vision Open Source

Individual benchmark pages

Rank one eval at a time. All LLM benchmarks.

HLE SWE Bench Humanity's Last Exam (No Tools)Humanity's Last Exam (With Tools)Terminal-Bench 2.0 Terminal-Bench Terminal-Bench 2.1 Terminal-Bench 2 Terminal-Bench 3.0 ARC-AGI-1 Verified

SAGE FAQ

Who ranks #1 on the SAGE leaderboard?

As of August 31, 2026, Claude Opus 4.7 by Anthropic ranks #1 on SAGE at 56.1%. API pricing is $5.00/M input and $25.00/M output.

What are the top models on SAGE?

The current SAGE ranking as of August 31, 2026 is 1. Claude Opus 4.7 at 56.1%; 2. Gemma 4 31B at 55.0%; 3. Claude Opus 4.8 at 54.8%.

Which sage model is the cheapest?

GPT-5 nano is the cheapest scored model on this sage leaderboard at $0.05/M input and $0.40/M output ($0.45 blended). Claude Opus 4.7 still leads SAGE at 56.1%.

Should I always pick the #1 SAGE model?

Not automatically. Claude Opus 4.7 leads SAGE, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh SAGE against input/output price, context window, and related evals.

How often is the SAGE leaderboard updated?

Scores and API prices on this page are refreshed from published evals and provider rates. The snapshot is labeled August 31, 2026. Treat it as a current index, not a one-off blog post.

What is SAGE?

SAGE — Vals.ai safety and generalized evaluation suite. This page ranks models that have published a SAGE score, with live API token prices on the same row.

Where is the SAGE leaderboard?

This page is the SAGE leaderboard. Models are sorted by SAGE, with input and output token prices on the same row so you can weigh score against cost. Official boards often omit price; that comparison is the point of this index.

How is this SAGE ranking different from the official board?

Official eval pages own the methodology. This page keeps the published SAGE score next to live API $/M so you can pick a production SKU, not only a trophy number.

SAGE vs price

You found the model. Now ship the product.

All Large Language Models

OpenAI

Anthropic

Google

Cursor

xAI

DeepSeek

MiniMax

Qwen

AI21 Labs

Amazon

Baidu

ByteDance

Cohere

IBM

Inception

inclusionAI

LG AI Research

Liquid AI

Meituan

Meta

Microsoft

Mistral

Moonshot AI

Nous Research

NVIDIA

OpenBMB

Poolside

Sakana AI

Sarvam AI

StepFun

Tencent

Thinking Machines

Unisound

Upstage

Xiaomi

Z AI

Which model leads SAGE right now?

Related LLM leaderboards

Individual benchmark pages

SAGE FAQ

Who ranks #1 on the SAGE leaderboard?

What are the top models on SAGE?

Which sage model is the cheapest?

Should I always pick the #1 SAGE model?

How often is the SAGE leaderboard updated?

What is SAGE?

Where is the SAGE leaderboard?

How is this SAGE ranking different from the official board?