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    Agents' Last Exam

    🏆 Leaderboard

    As of August 20, 2026, GPT-5.6 Sol is #1 for Agents' Last Exam at 52.7%. Ranked by the Agents' Last Exam score 9 models in this index have a published Agents' Last Exam score. Agents' Last Exam leaderboard with live API prices. Agents' Last Exam — difficult long-horizon agent evaluation.

    Updated August 20, 2026282 models33 providers
    GPT-5.6 Sol
    OpenAI · Proprietary
    		52.7%$35.00
    Qwen3.8 MaxOSS
    Qwen · Open Source
    		52.4%$8.00
    GPT-5.6 Terra
    OpenAI · Proprietary
    		50.4%$14.00
    GPT-5.6 Luna
    OpenAI · Proprietary
    		50.3%$1.40
    Qwen3.8-27BOSS
    Qwen · Open Source
    		42.9%$3.65
    GLM-5.3OSS
    Z AI · Open Source
    		28.5%$5.80
    Gemini 3.7 Flash
    Google · Proprietary
    		26.3%$4.50
    DeepSeek-V4-Pro-0813OSS
    DeepSeek · Open Source
    		25.7%$5.28
    DeepSeek-V4-Flash-0731OSS
    DeepSeek · Open Source
    		25.2%$1.76
    ChatGPT-4o Latest
    OpenAI · Proprietary
    		—$12.50
    Claude 3 Haiku
    Anthropic · Proprietary
    		—$1.50
    Claude 3 Opus
    Anthropic · Proprietary
    		—$90.00
    Claude 3 Sonnet
    Anthropic · Proprietary
    		—$18.00
    Claude 3.5 Haiku
    Anthropic · Proprietary
    		—$4.80
    Claude 3.5 Sonnet
    Anthropic · Proprietary
    		—$18.00
    Claude 3.5 Sonnet
    Anthropic · Proprietary
    		—$18.00
    Claude 3.7 Sonnet
    Anthropic · Proprietary
    		—$18.00
    Claude Fable 5
    Anthropic · Proprietary
    		—$60.00
    Claude Haiku 4.5
    Anthropic · Proprietary
    		—$6.00
    Claude Mythos 5
    Anthropic · Proprietary
    		—$60.00
    Claude Mythos Preview
    Anthropic · Proprietary
    		—$60.00
    Claude Opus 4
    Anthropic · Proprietary
    		—$90.00
    Claude Opus 4.1
    Anthropic · Proprietary
    		—$90.00
    Claude Opus 4.5
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 4.6
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 4.7
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 4.8
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 5
    Anthropic · Proprietary
    		—$30.00
    Claude Sonnet 4
    Anthropic · Proprietary
    		—$18.00
    Claude Sonnet 4.5
    Anthropic · Proprietary
    		—$18.00
    Claude Sonnet 4.6
    Anthropic · Proprietary
    		—$18.00
    Claude Sonnet 5
    Anthropic · Proprietary
    		—$12.00
    Command A+OSS
    Cohere · Open Source
    		—$12.50
    Command R+OSS
    Cohere · Open Source
    		—$1.25
    Composer 2
    Cursor · Proprietary
    		—$3.00
    Composer 2 Fast
    Cursor · Proprietary
    		—$9.00
    DeepSeek R1 Distill Llama 70BOSS
    DeepSeek · Open Source
    		—$0.50
    DeepSeek R1 Distill Qwen 32BOSS
    DeepSeek · Open Source
    		—$0.30
    DeepSeek-R1OSS
    DeepSeek · Open Source
    		—$2.74
    DeepSeek-R1-0528OSS
    DeepSeek · Open Source
    		—$2.74
    DeepSeek-V2.5OSS
    DeepSeek · Open Source
    		—$0.42
    DeepSeek-V3OSS
    DeepSeek · Open Source
    		—$1.37
    DeepSeek-V3 0324OSS
    DeepSeek · Open Source
    		—$1.42
    DeepSeek-V3.1OSS
    DeepSeek · Open Source
    		—$1.27
    DeepSeek-V3.2OSS
    DeepSeek · Open Source · via OpenRouter
    		—$0.57
    DeepSeek-V3.2 (Non-thinking)OSS
    DeepSeek · Open Source
    		—$0.70
    DeepSeek-V3.2-ExpOSS
    DeepSeek · Open Source
    		—$0.68
    DeepSeek-V4-Flash-0423OSS
    DeepSeek · Open Source
    		—$0.30
    DeepSeek-V4-Flash-MaxOSS
    DeepSeek · Open Source
    		—$0.42
    DeepSeek-V4-Pro-MaxOSS
    DeepSeek · Open Source
    		—$5.22
    Showing 1–50 of 282 models

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    The index

    All Large Language Models

    282 models across 33 providers. Search or jump to a lab — every model page stays linked here.

    OpenAI51Anthropic22Google25Cursor2xAI15DeepSeek16MiniMax6Qwen38AI21 Labs2Amazon5Baidu1ByteDance2Cohere3IBM1Inception1inclusionAI1LG AI Research1Meituan4Meta12Microsoft5Mistral23Moonshot AI9Nous Research1NVIDIA5Poolside2Sakana AI1StepFun1Tencent1Thinking Machines1Unisound1Upstage1Xiaomi3Z AI20

    Baidu

    1 models
    ERNIE 4.5

    Inception

    1 models
    Mercury 2

    inclusionAI

    1 models
    Ling-3.0-flash

    LG AI Research

    1 models
    K-EXAONE-236B-A23B

    Nous Research

    1 models
    Hermes 3 70B

    Sakana AI

    1 models
    Sakana Namazu

    StepFun

    1 models
    Step-3.5-Flash

    Tencent

    1 models
    Hy3

    Thinking Machines

    1 models
    Inkling-Small

    Unisound

    1 models
    U2

    Upstage

    1 models
    Solar Pro 4

    Which model leads Agents' Last Exam right now?

    As of August 20, 2026, GPT-5.6 Sol by OpenAI is #1 for Agents' Last Exam at 52.7%. Ranked by the Agents' Last Exam score This board also tracks Agents' Last Exam. Next on the same board: Qwen3.8 Max and GPT-5.6 Terra. This agents' last exam leaderboard ranks models by Agents' Last Exam. 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 agents' last exam. Ranked by the Agents' Last Exam score Input and output are dollars per million tokens.
    RankModelAgents' Last ExamInput /MOutput /M
    1GPT-5.6 Sol52.7%$5.00$30.00
    2Qwen3.8 Max52.4%$2.00$6.00
    3GPT-5.6 Terra50.4%$2.00$12.00
    4GPT-5.6 Luna50.3%$0.20$1.20
    5Qwen3.8-27B42.9%$0.45$3.20
    6GLM-5.328.5%$1.40$4.40
    7Gemini 3.7 Flash26.3%$0.75$3.75
    8DeepSeek-V4-Pro-081325.7%$1.32$3.96

    Related LLM leaderboards

    LLM LeaderboardCodingMathAgenticReasoningWritingScienceFinanceLong ContextVisionOpen Source

    Individual benchmark pages

    Rank one eval at a time. All LLM benchmarks.

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

    Agents' Last Exam FAQ

    Who ranks #1 on the Agents' Last Exam leaderboard?

    As of August 20, 2026, GPT-5.6 Sol by OpenAI ranks #1 on Agents' Last Exam at 52.7%. API pricing is $5.00/M input and $30.00/M output.

    What are the top models on Agents' Last Exam?

    The current Agents' Last Exam ranking as of August 20, 2026 is 1. GPT-5.6 Sol at 52.7%; 2. Qwen3.8 Max at 52.4%; 3. GPT-5.6 Terra at 50.4%.

    Which agents' last exam model is the cheapest?

    GPT-5.6 Luna is the cheapest scored model on this agents' last exam leaderboard at $0.20/M input and $1.20/M output ($1.40 blended). GPT-5.6 Sol still leads Agents' Last Exam at 52.7%.

    Should I always pick the #1 Agents' Last Exam model?

    Not automatically. GPT-5.6 Sol leads Agents' Last Exam, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Agents' Last Exam against input/output price, context window, and related evals.

    How often is the Agents' Last Exam leaderboard updated?

    Scores and API prices on this page are refreshed from published evals and provider rates. The snapshot is labeled August 20, 2026. Treat it as a current index, not a one-off blog post.

    What is Agents' Last Exam?

    Agents' Last Exam — difficult long-horizon agent evaluation. This page ranks models that have published a Agents' Last Exam score, with live API token prices on the same row.

    Where is the Agents' Last Exam leaderboard?

    This page is the Agents' Last Exam leaderboard. Models are sorted by Agents' Last Exam, 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 Agents' Last Exam ranking different from the official board?

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