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Benchmark snapshot: 2026-11-06
From Wikiprompt, the free prompt encyclopedia
Frozen photo of the rankings on this date. The live leaderboard is at /benchmarks.
← 2026-11-032026-11-08 →
Text arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 5 | Claude Opus 5 (Max) | anthropic | 1,508 | 35,531 |
| 6 | Claude Opus 5 (High) | anthropic | 1,504 | 73,167 |
| 7 | Claude Opus 4.6 (High) | anthropic | 1,502 | 84,512 |
| 9 | Gemini 3.8 Flash (High) | google | 1,498 | 47,803 |
| 10 | Claude Opus 4.6 | anthropic | 1,496 | 89,324 |
| 11 | Claude Fable 5 (High) | anthropic | 1,492 | 45,341 |
| 13 | Muse Spark 1.3 (Max) | meta | 1,491 | 22,134 |
| 14 | Claude Opus 4.7 (High) | anthropic | 1,490 | 65,110 |
| 15 | Gemini 3.7 Flash (High) | google | 1,489 | 32,289 |
| 16 | Qwen3.8-Max | alibaba | 1,483 | 31,915 |
| 17 | Claude Opus 4.7 | anthropic | 1,483 | 66,140 |
| 19 | Gemini 3.5 Flash (High) | google | 1,482 | 48,376 |
| 20 | Gemini 3.1 Pro Preview | google | 1,480 | 132,547 |
| 21 | Gemini 3.6 Flash (High) | google | 1,480 | 36,028 |
| 22 | Gemini 3 Pro | google | 1,479 | 42,057 |
Web development arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | Claude Opus 5.5 (Max) | anthropic | 1,810 | 3,473 |
| 2 | GPT-6 Astra (Max) | openai | 1,773 | 7,210 |
| 3 | Claude Sonnet 5.5 (xHigh) | anthropic | 1,770 | 4,469 |
| 4 | Gemini 4 Carbon (High) | google | 1,768 | 2,230 |
| 5 | GPT-6.1 Sol (Max) | openai | 1,751 | 4,092 |
| 6 | Claude Fable 5.1 (Max) | anthropic | 1,746 | 8,614 |
| 7 | Muse Wonder Full (Max) | meta | 1,725 | 2,248 |
| 8 | Claude Sonnet 5.5 (High) | anthropic | 1,711 | 6,371 |
| 9 | Kimi K3.1 Pro (Max) | moonshot | 1,695 | 2,671 |
| 10 | Claude Opus 5 (Max) | anthropic | 1,691 | 19,641 |
| 11 | Gemini 4 Argon (High) | google | 1,679 | 3,437 |
| 12 | GPT-6 Sol (Max) | openai | 1,678 | 5,714 |
| 13 | Qwen3.8-Max (0902) | alibaba | 1,676 | 17,936 |
| 14 | GPT-6.1 Terra (Max) | openai | 1,673 | 1,821 |
| 15 | Qwen3.8-Max | alibaba | 1,672 | 3,406 |
Vision arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | Claude Fable 5 (High) | anthropic | 1,325 | 14,714 |
| 2 | Claude Opus 5.5 (High) | anthropic | 1,321 | 3,035 |
| 3 | Claude Opus 5 (High) | anthropic | 1,320 | 17,743 |
| 4 | Claude Fable 5.1 (Max) | anthropic | 1,319 | 5,026 |
| 5 | Claude Opus 4.7 | anthropic | 1,317 | 23,139 |
| 6 | Claude Opus 4.6 (High) | anthropic | 1,316 | 22,286 |
| 7 | Gemini 3.8 Flash (High) | google | 1,315 | 4,645 |
| 8 | Gemini 3.7 Flash (High) | google | 1,314 | 5,369 |
| 9 | Claude Opus 4.7 (High) | anthropic | 1,313 | 22,731 |
| 10 | Qwen3.8-Max | alibaba | 1,313 | 9,957 |
| 11 | Claude Opus 4.6 | anthropic | 1,312 | 26,841 |
| 12 | Muse Spark 1.3 (Max) | meta | 1,308 | 5,392 |
| 13 | Gemini 3.5 Flash (High) | google | 1,308 | 13,862 |
| 14 | Gemini 3.5 Flash (Medium) | google | 1,306 | 14,061 |
| 15 | Muse Spark | meta | 1,306 | 5,865 |
Text to image arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | GPT-Image-2.5 Sunburst | openai | 1,427 | 54,913 |
| 2 | GPT-Image-2.6 Sunburst (Medium) | openai | 1,409 | 2,967 |
| 3 | GPT-Image-2.5 Flare | openai | 1,399 | 53,925 |
| 4 | GPT-Image-2.6 Flare (Medium) | openai | 1,384 | 2,792 |
| 5 | GPT-Image-2 (Medium) | openai | 1,382 | 106,737 |
| 6 | MAI-Image-2.6 | microsoft-ai | 1,331 | 38,071 |
| 7 | Gemini Nano Banana 2.1 | google | 1,325 | 5,239 |
| 8 | Grok Imagine Image 2.0 | xai | 1,317 | 10,830 |
| 9 | Reve 2.1 | reve | 1,300 | 8,237 |
| 10 | Grok Imagine Image 2.0 (20260801) | xai | 1,291 | 30,734 |
| 11 | Muse Image | meta | 1,268 | 57,568 |
| 12 | Reve 2.0 | reve | 1,268 | 15,756 |
| 13 | Gemini 3.1 Flash Image (nano-banana-2, Web Search) | google | 1,257 | 77,495 |
| 14 | Qwen-Image-3.0-Pro | alibaba | 1,254 | 11,412 |
| 15 | MAI-Image-2.5 | microsoft-ai | 1,253 | 61,222 |
Image editing arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | GPT-Image-2.5 Sunburst | openai | 1,517 | 114,468 |
| 2 | GPT-Image-2.5 Flare | openai | 1,482 | 111,635 |
| 3 | GPT-Image-2.6 Sunburst (Medium) | openai | 1,476 | 3,833 |
| 4 | MAI-Image-2.7-Preview | microsoft-ai | 1,469 | 12,728 |
| 5 | GPT-Image-2.6 Flare (Medium) | openai | 1,462 | 3,850 |
| 6 | GPT-Image-2 (Medium) | openai | 1,460 | 359,999 |
| 7 | Grok Imagine Image 2.0 | xai | 1,438 | 37,138 |
| 8 | Gemini Nano Banana 2.1 | google | 1,427 | 12,853 |
| 9 | MAI-Image-2.6 | microsoft-ai | 1,426 | 89,003 |
| 10 | Grok Imagine Image 2.0 (20260801) | xai | 1,416 | 114,884 |
| 11 | Krea 3 Ultra | krea | 1,411 | 2,918 |
| 12 | MAI-Image-2.5 | microsoft-ai | 1,400 | 190,011 |
| 13 | Muse Image | meta | 1,399 | 196,287 |
| 14 | Seedream 5.0 Pro | bytedance | 1,391 | 342,188 |
| 15 | Grok Imagine Image (Quality, 20260519) | xai | 1,391 | 38,203 |
Text to video arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | Gemini Omni 1.2 Flash | google | 1,541 | 1,742 |
| 2 | Gemini Omni 1.1 Flash | google | 1,514 | 1,803 |
| 3 | gemini-omni-flash | google | 1,509 | 45,833 |
| 4 | FLUX 3 Video | bfl | 1,491 | 1,321 |
| 5 | Grok Imagine Video 1.5 | xai | 1,486 | 1,260 |
| 6 | Dreamina Seedance 2.0 (720p) | bytedance | 1,481 | 71,590 |
| 7 | Dreamina Seedance 2.5 (720p) | bytedance | 1,480 | 24,549 |
| 8 | Wan 3.0 | alibaba | 1,477 | 3,082 |
| 9 | SkyReels V4 | skyreel | 1,457 | 1,073 |
| 10 | Muse Video | meta | 1,457 | 2,241 |
| 11 | MiniMax H3 | minimax | 1,456 | 28,443 |
| 12 | HappyHorse 1.0 | aorizon | 1,428 | 23,004 |
| 13 | Sora 2 Pro | openai | 1,367 | 56,212 |
| 14 | Veo 3.1 (Audio) | google | 1,363 | 13,819 |
| 15 | Veo 3.1 (Audio, 1080p) | google | 1,363 | 25,759 |
Video editing arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | Wan 3.0 | alibaba | 1,423 | 2,081 |
| 2 | Dreamina Seedance 2.5 (720p) | bytedance | 1,416 | 4,963 |
| 3 | Gemini Omni 1.2 Flash | google | 1,395 | 1,196 |
| 4 | MiniMax H3 | minimax | 1,385 | 7,967 |
| 5 | gemini-omni-flash | google | 1,375 | 4,851 |
| 6 | Dreamina Seedance 2.0 (720p) | bytedance | 1,367 | 7,216 |
| 7 | HappyHorse 1.0 | aorizon | 1,305 | 3,281 |
| 8 | Kling O3 Pro | kling | 1,264 | 14,267 |
| 9 | Grok Imagine Video | xai | 1,250 | 18,728 |
| 10 | Kling O1 Pro | kling | 1,191 | 17,600 |
| 11 | Runway Gen-4 Aleph | runway | 1,181 | 10,212 |
Search arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | gpt-5.6-sol-xhigh | openai | 1,261 | 60,437 |
| 2 | qwen3.8-max | alibaba | 1,261 | 1,870 |
| 3 | claude-opus-4-6-search | anthropic | 1,251 | 173,191 |
| 4 | gpt-5.5-search | openai | 1,247 | 125,957 |
| 5 | claude-fable-5.1-high | anthropic | 1,246 | 12,782 |
| 6 | claude-opus-5-high | anthropic | 1,242 | 13,285 |
| 7 | gpt-6-astra-max | openai | 1,234 | 18,483 |
| 8 | gpt-6.1-sol-max | openai | 1,233 | 5,555 |
| 9 | claude-opus-4-7 | anthropic | 1,230 | 127,506 |
| 10 | claude-fable-5-high | anthropic | 1,229 | 73,596 |
| 11 | ernie-5.1 | baidu | 1,227 | 4,024 |
| 12 | claude-sonnet-4-6-search | anthropic | 1,221 | 173,986 |
| 13 | grok-4.5 | xai | 1,216 | 76,458 |
| 14 | claude-opus-5.5-medium | anthropic | 1,213 | 10,842 |
| 15 | gemini-3.1-pro-grounding | google | 1,209 | 151,436 |
Agentic arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | Claude Opus 5.5 (Max) | anthropic | | |
| 2 | Gemini 4 Carbon (High) | google | | |
| 3 | Claude Sonnet 5.5 (Max) | anthropic | | |
| 4 | GPT-6 Astra (Max) | openai | | |
| 5 | Claude Fable 5.1 (Max) | anthropic | | |
| 6 | GPT-6.1 Sol (Max) | openai | | |
| 7 | GPT-6.1 Terra (Max) | openai | | |
| 8 | Gemini 4 Argon (High) | google | | |
| 9 | Muse Wonder Full (Max) | meta | | |
| 10 | Claude Fable 5 (High) | anthropic | | |
| 11 | Claude Opus 5 (Max) | anthropic | | |
| 12 | GPT-6 Sol (Max) | openai | | |
| 13 | Hy4 | tencent | | |
| 14 | Kimi K3.1 Pro (Max) | moonshot | | |
| 15 | GPT-5.6 Sol (xHigh) | openai | | |
Document arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | claude-opus-5-high | anthropic | 1,516 | 8,794 |
| 2 | claude-fable-5.1-max | anthropic | 1,513 | 1,403 |
| 3 | claude-opus-4-6-high | anthropic | 1,507 | 27,929 |
| 4 | claude-opus-4-6 | anthropic | 1,507 | 41,260 |
| 5 | claude-fable-5 | anthropic | 1,496 | 8,497 |
| 6 | claude-opus-4-7 | anthropic | 1,495 | 22,192 |
| 7 | claude-opus-4-7-high | anthropic | 1,495 | 21,957 |
| 8 | gpt-5.5 | openai | 1,486 | 21,279 |
| 9 | gpt-5.5-high | openai | 1,484 | 20,944 |
| 10 | gpt-5.6-sol-xhigh | openai | 1,483 | 4,818 |
| 11 | claude-sonnet-4-6 | anthropic | 1,482 | 57,813 |
| 12 | claude-opus-4-8-high | anthropic | 1,475 | 11,551 |
| 13 | gpt-5.6-terra-xhigh | openai | 1,472 | 5,787 |
| 14 | gpt-5.4 | openai | 1,471 | 33,331 |
| 15 | muse-spark-1.3-max | meta | 1,471 | 1,006 |
Other leaderboards
Aider polyglot (coding)
Metric: pass rate 2 (%) · aider.chat/docs/leaderboards/
| Rank | Model | Organization | Score | Votes |
|---|
| 1 | gpt-5 (high) | | 88 | |
| 2 | gpt-5 (medium) | | 86.7 | |
| 3 | o3-pro (high) | | 84.9 | |
| 4 | gemini-2.5-pro-preview-06-05 (32k think) | | 83.1 | |
| 5 | o3 (high) | | 81.3 | |
| 6 | gpt-5 (low) | | 81.3 | |
| 7 | grok-4 (high) | | 79.6 | |
| 8 | gemini-2.5-pro-preview-06-05 (default think) | | 79.1 | |
| 9 | o3 (high) + gpt-4.1 | | 78.2 | |
| 10 | Gemini 2.5 Pro Preview 05-06 | | 76.9 | |
| 11 | o3 | | 76.9 | |
| 12 | DeepSeek-V3.2-Exp (Reasoner) | | 74.2 | |
| 13 | Gemini 2.5 Pro Preview 03-25 | | 72.9 | |
| 14 | o4-mini (high) | | 72 | |
| 15 | claude-opus-4-20250514 (32k thinking) | | 72 | |
BenchLM
Metric: aggregated display score · benchlm.ai
| Rank | Model | Organization | Score | Votes |
|---|
| 1 | Gemini 4 Carbon | Google | 88.8 | |
| 2 | Claude Opus 5.5 | Anthropic | 86.4 | |
| 3 | GPT-6 Astra | OpenAI | 86 | |
| 4 | GPT-6.1 Sol | OpenAI | 85.3 | |
| 5 | Gemini 4 Argon | Google | 82.3 | |
| 6 | Claude Sonnet 5.5 | Anthropic | 81.9 | |
| 7 | Claude Fable 5.1 | Anthropic | 81.2 | |
| 8 | GPT-6.1 Terra | OpenAI | 80.9 | |
| 9 | Claude Fable 5 | Anthropic | 80.8 | |
| 10 | Claude Opus 5 | Anthropic | 79.7 | |
| 11 | GPT-6 Sol | OpenAI | 78 | |
| 12 | Kimi K3.1 Pro | Moonshot AI | 75.1 | |
| 13 | GPT-5.6 Sol | OpenAI | 74.9 | |
| 14 | GPT-5.5 Pro | OpenAI | 72.8 | |
| 15 | Inkling 2 Small | Thinking Machines Lab | 71.6 | |
Sources and methodology
Rankings above are aggregated from open community evaluations. Elo ratings, confidence intervals and vote counts come from LMArena (crowdsourced head-to-head model battles, published as an open dataset). Model pricing and context metadata come from the public OpenRouter API. Wikiprompt snapshots these sources daily and preserves the history; we run no proprietary evaluations of our own.