BlogLLM Benchmark Scores as Published, Side by Side
BrowseComp: Results as Published
Every result the catalog holds for BrowseComp: 71 models from 11 developers, read from 32 pages. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.
Area Web Search and ResearchMaintainer OpenAIIntroduced 2025Data version 2026103001, as of 2026-10-30
BrowseComp tests whether an AI agent with web browsing can find hard-to-locate facts that are spread across many sources and tied together. It has 1,266 questions with short answers that are easy to check against a reference. Models without browsing scored near zero when it was released, and a browsing agent solved about half of the questions.
BrowseComp
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-6 AstraOpenAI, released 2026-09-03 | 91.5% | OpenAI, GPT-6 Astrachecked 2026-10-14; printed on 1 more page | - |
| GPT-5.6 LunaOpenAI, released 2026-07-09 | 83.3% | OpenAI, GPT-5.6: Frontier intelligence that scales with your ambitionchecked 2026-10-15; printed on 1 more page | - |
| GPT-5.6 SolOpenAI, released 2026-07-09 | 92.2% | OpenAI, GPT-5.6: Frontier intelligence that scales with your ambitionchecked 2026-10-15; printed on 4 more pages | Effort: ultra |
| 90.4% | OpenAI, GPT-5.6: Frontier intelligence that scales with your ambitionchecked 2026-10-15 | - | |
| GPT-5.6 TerraOpenAI, released 2026-07-09 | 87.5% | OpenAI, GPT-5.6: Frontier intelligence that scales with your ambitionchecked 2026-10-15 | - |
| GPT-5.5OpenAI, released 2026-04-23 | 84.4% | OpenAI, Introducing GPT-5.5checked 2026-10-15; printed on 3 more pages | Effort: xhigh |
| GPT-5.5 ProOpenAI, released 2026-04-23 | 90.1% | OpenAI, Introducing GPT-5.5checked 2026-10-15 | Effort: xhigh |
| GPT-5.4OpenAI, released 2026-03-05 | 82.7% | OpenAI, Introducing GPT-5.4checked 2026-10-15; printed on 4 more pages | Effort: xhigh |
| GPT-5.4 ProOpenAI, released 2026-03-05 | 89.3% | OpenAI, Introducing GPT-5.4checked 2026-10-15; printed on 2 more pages | Effort: xhigh |
| GPT-5.3-CodexOpenAI, released 2026-02-05 | 77.3% | OpenAI, Introducing GPT-5.4checked 2026-10-15 | Effort: xhigh |
| GPT-5.2OpenAI, released 2025-12-11 | 65.8% | OpenAI, Introducing GPT-5.2checked 2026-10-15; printed on 5 more pages | Effort: xhigh |
| GPT-5.2 ProOpenAI, released 2025-12-11 | 77.9% | OpenAI, Introducing GPT-5.2checked 2026-10-15; printed on 3 more pages | Effort: xhigh |
| GPT-5.1OpenAI, released 2025-11-12 | 50.8% | OpenAI, Introducing GPT-5.2checked 2026-10-15; printed on 1 more page | Effort: high |
| GPT-5OpenAI, released 2025-08-07 | 54.9% | OpenAI, Introducing GPT-5checked 2026-10-15; printed on 2 more pages | Effort: high |
| GPT-5 miniOpenAI, released 2025-08-07 | 48.1% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: enabled; search; Context: 256000 |
| gpt-oss-120bOpenAI, released 2025-08-05 | 41.1% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: enabled; search; Context: 256000 |
| ChatGPT agentOpenAI, released 2025-07-17 | 68.9% | OpenAI, Introducing GPT-5checked 2026-10-15 | Effort: high |
| o3OpenAI, released 2025-04-16 | 49.7% | OpenAI, Introducing GPT-5checked 2026-10-15 | Effort: high |
| Claude Opus 5.5Anthropic, released 2026-09-22 | 90.8% | Moonshot AI, Introducing Kimi K3.1 Prochecked 2026-10-24 | Effort: max; Fallback: with fallback |
| Claude Opus 5Anthropic, released 2026-07-24 | 90.8% | Anthropic, Claude Opus 5checked 2026-10-15; printed on 1 more page | - |
| Claude Sonnet 5Anthropic, released 2026-06-30 | 84.7% | IFM, IFM K2-Horizon-375B-A23B model cardchecked 2026-10-15 | Effort: max; Harness: Discard-all@95k context length (DeepSeek-V3.2 technical report) |
| Claude Fable 5Anthropic, released 2026-06-09 | 87.4% | Anthropic, Claude Opus 5checked 2026-10-15; printed on 3 more pages | - |
| Claude Mythos 5Anthropic, released 2026-06-09 | 88% | OpenAI, GPT-5.6: Frontier intelligence that scales with your ambitionchecked 2026-10-15 | - |
| Claude Opus 4.8Anthropic, released 2026-05-28 | 84.3% | Anthropic, Claude Opus 5checked 2026-10-15; printed on 2 more pages | - |
| Claude Opus 4.7Anthropic, released 2026-04-16 | 79.3% | Anthropic, Claude Opus 4.7checked 2026-10-15; printed on 2 more pages | - |
| Claude Mythos PreviewAnthropic, released 2026-04-07 | 86.9% | Anthropic, Claude Opus 4.7checked 2026-10-15; printed on 1 more page | - |
| Claude Sonnet 4.6Anthropic, released 2026-02-17 | 74.7% | Anthropic, Claude Sonnet 4.6checked 2026-10-15; printed on 3 more pages | Effort: max; Tools: web search, web fetch, programmatic tool calling |
| Claude Opus 4.6Anthropic, released 2026-02-05 | 86.8% | Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 6 more pages | Effort: max; Harness: multi-agent harness; Tools: web search, web fetch, programmatic tool calling |
| 84% | Anthropic, Claude Opus 4.6checked 2026-10-15 | Effort: max; Tools: web search, web fetch, programmatic tool calling | |
| Claude Opus 4.5Anthropic, released 2025-11-24 | 67.8% | Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 4 more pages | Effort: max; Tools: web search, web fetch, programmatic tool calling |
| Claude Sonnet 4.5Anthropic, released 2025-09-29 | 43.9% | Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 4 more pages | Effort: max; Tools: web search, web fetch, programmatic tool calling |
| Gemma 4 26B A4BGoogle, released 2026-04-02 | 26.3% | NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page | - |
| Gemini 3.1 Pro PreviewGoogle, released 2026-02-19 | 85.9% | Google, Gemini 3.1 Pro model cardchecked 2026-10-15; printed on 8 more pages | Effort: high; Tools: search, python, browse |
| Gemini 3 ProGoogle, released 2025-11-18 | 59.2% | Google, Gemini 3.1 Pro model cardchecked 2026-10-15; printed on 6 more pages | Effort: high; Tools: search, python, browse |
| DeepSeek-V4-Flash (Preview)DeepSeek, released 2026-04-24 | 73.2% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15; printed on 1 more page | Effort: max; Tools: enabled; exact tools in source |
| 53.5% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | Effort: high; Tools: enabled; exact tools in source | |
| DeepSeek-V4-Pro (Preview)DeepSeek, released 2026-04-24 | 83.4% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15; printed on 3 more pages | Effort: max; Tools: enabled; exact tools in source |
| 80.4% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | Effort: high; Tools: enabled; exact tools in source | |
| DeepSeek-V3.2DeepSeek, released 2025-12-01 | 51.4% | Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15; printed on 3 more pages | Tools: browsing |
| DeepSeek-V3.2-ExpDeepSeek, released 2025-09-29 | 40.1% | DeepSeek, DeepSeek-V3.2-Exp model cardchecked 2026-10-15; printed on 1 more page | Tools: enabled; exact tools in source |
| DeepSeek-V3.1-TerminusDeepSeek, released 2025-09-22 | 38.5% | DeepSeek, DeepSeek-V3.1-Terminus model cardchecked 2026-10-15; printed on 1 more page | Tools: enabled; exact tools in source |
| DeepSeek-V3.1DeepSeek, released 2025-08-21 | 30% | DeepSeek, DeepSeek-V3.1-Terminus model cardchecked 2026-10-15 | Tools: enabled; exact tools in source |
| DeepSeek-V4-Flash-0731DeepSeek | 84.2% | NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19 | - |
| Qwen3.6-35B-A3BAlibaba, released 2026-04-16 | 48.74% | NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page | - |
| Qwen3.5-122B-A10BAlibaba, released 2026-02-24 | 63.8% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | Tools: enabled; search; Context: 256000 |
| Qwen3.5-27BAlibaba, released 2026-02-24 | 61% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: enabled; search; Context: 256000 |
| Qwen3.5-35B-A3BAlibaba, released 2026-02-24 | 61% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: enabled; search; Context: 256000 |
| Qwen3.5-397B-A17BAlibaba, released 2026-02-16 | 78.6% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages | Harness: discard-all context strategy; Tools: enabled; search; Context: 256000 |
| 69% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15 | Harness: simple context-folding, 256K; Tools: enabled; search; Context: 256000 | |
| Qwen3-Max-ThinkingAlibaba | 53.9% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15 | Tools: enabled; search |
| Qwen3.8-Flash-NextAlibaba | 89% | NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19 | - |
| Kimi K3.1 ProMoonshot AI, released 2026-10-23 | 92.1% | Moonshot AI, Introducing Kimi K3.1 Prochecked 2026-10-24 | Effort: max |
| Kimi K3Moonshot AI, released 2026-07-16 | 91.2% | Moonshot AI, Kimi K3 model cardchecked 2026-10-15 | Effort: max |
| 90.4% | Moonshot AI, Kimi K3 model cardchecked 2026-10-15 | Effort: max; Context: 1000000 | |
| Kimi K2.6Moonshot AI, released 2026-04-20 | 83.2% | Moonshot AI, Kimi K2.6 model cardchecked 2026-10-15; printed on 4 more pages | Tools: browsing with context management |
| 86.3% | Moonshot AI, Kimi K2.6 model cardchecked 2026-10-15 | Tools: browsing, agent swarm | |
| Kimi K2.5Moonshot AI, released 2026-01-27 | 74.9% | Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15; printed on 6 more pages | Tools: browsing with context management |
| 60.6% | Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15 | Tools: browsing | |
| 78.4% | Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15 | Tools: browsing, agent swarm | |
| Kimi K2 ThinkingMoonshot AI, released 2025-11-06 | 60.2% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15; printed on 1 more page | Effort: thinking; Tools: enabled; search, code interpreter, web browsing; Context: 256000 |
| Kimi K2 Instruct 0905Moonshot AI, released 2025-09-05 | 7.4% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15 | Tools: enabled; search, code interpreter, web browsing; Context: 256000 |
| GLM-5.3-FlashZ.ai, released 2026-08-26 | 86.6% | NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19 | - |
| GLM-5.1Z.ai, released 2026-04-07 | 79.3% | Z.ai, GLM-5.1 model cardchecked 2026-10-15; printed on 4 more pages | Tools: browsing with context management |
| 68% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | Tools: browsing | |
| GLM-5Z.ai, released 2026-02-12 | 62% | Z.ai, GLM-5 model cardchecked 2026-10-15; printed on 1 more page | Tools: browsing |
| 75.9% | Z.ai, GLM-5 model cardchecked 2026-10-15 | Tools: browsing with context management | |
| GLM-4.7Z.ai, released 2025-12-22 | 52% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | Tools: browsing |
| 67.5% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | Tools: browsing with context management | |
| GLM-4.6Z.ai, released 2025-09-30 | 45.1% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | Tools: browsing |
| 57.5% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | Tools: browsing with context management | |
| Mistral Medium 3.5Mistral AI, released 2026-05-22 | 48.6% | Mistral AI, Mistral Medium 3.5 model cardchecked 2026-10-15 | Effort: max; Harness: context management, discard-all at 100k tokens (Mistral) |
| Mistral Small 4Mistral AI, released 2026-03-16 | 21.3% | Mistral AI, Mistral Medium 3.5 model cardchecked 2026-10-15 | Effort: max; Harness: context management, discard-all at 100k tokens (Mistral) |
| Magistral Medium 1.2Mistral AI, released 2025-09-17 | 10% | Mistral AI, Mistral Medium 3.5 model cardchecked 2026-10-15 | Effort: max; Harness: context management, discard-all at 100k tokens (Mistral) |
| Mistral Medium 3.1Mistral AI, released 2025-08-12 | 7.8% | Mistral AI, Mistral Medium 3.5 model cardchecked 2026-10-15 | Effort: max; Harness: context management, discard-all at 100k tokens (Mistral) |
| MiniMax M3MiniMax, released 2026-06-01 | 83.52% | MiniMax, MiniMax M3checked 2026-10-15; printed on 1 more page | Tools: web browsing |
| MiniMax M2.7MiniMax, released 2026-03-18 | 76.3% | MiniMax, MiniMax M3checked 2026-10-15; printed on 1 more page | Tools: web browsing |
| Nemotron 3.5 Bolt 74B-A9BNVIDIA, released 2026-10-15 | 70% | NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19 | Model as printed: Nemotron 3.5 Bolt 74B-A9B (BF16) |
| 66.75% | NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19 | Model as printed: Nemotron 3.5 Bolt 74B-A9B-24GB (IQ2) | |
| Nemotron 3.5 Super VL 120B-A12BNVIDIA, released 2026-10-15 | 78% | NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19 | - |
| Nemotron 3.5 Lightning 30B-A3BNVIDIA, released 2026-08-11 | 36.81% | NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page | - |
| Nemotron 3 UltraNVIDIA, released 2026-06-04 | 67.85% | NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19; printed on 2 more pages | - |
| Nemotron 3 SuperNVIDIA, released 2026-03-11 | 22.77% | NVIDIA, NVIDIA Nemotron 3.5 Lightning 30B-A3B model cardchecked 2026-10-19 | - |
| Nemotron 3 Nano 30B-A3BNVIDIA, released 2025-12-15 | 13.74% | NVIDIA, NVIDIA Nemotron 3.5 Lightning 30B-A3B model cardchecked 2026-10-19 | - |
| InklingThinking Machines, released 2026-07-14 | 77.1% | Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15; printed on 1 more page | Effort: 0.99; Harness: with context (w/ Ctx), as printed |
| Inkling-SmallThinking Machines | 74.1% | NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19 | - |
Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.