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Benchmark snapshot: 2026-11-01
From Wikiprompt, the free prompt encyclopedia
Frozen photo of the rankings on this date. The live leaderboard is at /benchmarks.
← 2026-10-312026-11-03 →
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 | 40,323 |
| 2 | GPT-Image-2.5 Flare | openai | 1,401 | 39,218 |
| 3 | GPT-Image-2 (Medium) | openai | 1,381 | 103,385 |
| 4 | MAI-Image-2.6 | microsoft-ai | 1,329 | 34,596 |
| 5 | Gemini Nano Banana 2.1 | google | 1,325 | 5,290 |
| 6 | Grok Imagine Image 2.0 | xai | 1,317 | 10,902 |
| 7 | Reve 2.1 | reve | 1,300 | 8,243 |
| 8 | Grok Imagine Image 2.0 (20260801) | xai | 1,288 | 26,191 |
| 9 | Muse Image | meta | 1,269 | 53,444 |
| 10 | Reve 2.0 | reve | 1,268 | 15,768 |
| 11 | Gemini 3.1 Flash Image (nano-banana-2, Web Search) | google | 1,257 | 73,278 |
| 12 | Qwen-Image-3.0-Pro | alibaba | 1,254 | 11,444 |
| 13 | MAI-Image-2.5 | microsoft-ai | 1,253 | 61,286 |
| 14 | Seedream 5.0 Pro | bytedance | 1,250 | 105,824 |
| 15 | Gemini 3.1 Flash-Lite Image (nano-banana-2-lite) | google | 1,249 | 17,813 |
Image editing arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | GPT-Image-2.5 Sunburst | openai | 1,517 | 90,545 |
| 2 | GPT-Image-2.5 Flare | openai | 1,482 | 87,941 |
| 3 | MAI-Image-2.7-Preview | microsoft-ai | 1,471 | 3,402 |
| 4 | GPT-Image-2 (Medium) | openai | 1,460 | 336,785 |
| 5 | Grok Imagine Image 2.0 | xai | 1,439 | 32,951 |
| 6 | MAI-Image-2.6 | microsoft-ai | 1,427 | 76,933 |
| 7 | Gemini Nano Banana 2.1 | google | 1,427 | 12,956 |
| 8 | Grok Imagine Image 2.0 (20260801) | xai | 1,418 | 86,928 |
| 9 | Krea 3 Ultra | krea | 1,411 | 2,799 |
| 10 | MAI-Image-2.5 | microsoft-ai | 1,400 | 190,127 |
| 11 | Muse Image | meta | 1,400 | 173,384 |
| 12 | Grok Imagine Image (Quality, 20260519) | xai | 1,391 | 38,207 |
| 13 | Seedream 5.0 Pro | bytedance | 1,390 | 317,111 |
| 14 | Gemini 3 Pro Image (nano-banana-pro, 2K) | google | 1,390 | 685,788 |
| 15 | Gemini 3.1 Flash Image (nano-banana-2, Web Search) | google | 1,387 | 262,911 |
Text to video arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | gemini-omni-1.1-flash | google | 1,516 | 1,784 |
| 2 | gemini-omni-flash | google | 1,513 | 26,576 |
| 3 | flux-3-video | bfl | 1,493 | 1,302 |
| 4 | grok-imagine-video-1.5-agent | xai | 1,492 | 1,218 |
| 5 | dreamina-seedance-2.0-720p | bytedance | 1,479 | 56,318 |
| 6 | wan3.0 | alibaba | 1,476 | 2,598 |
| 7 | dreamina-seedance-2.5-720p | bytedance | 1,474 | 8,001 |
| 8 | minimax-h3 | minimax | 1,460 | 11,417 |
| 9 | muse-video | meta | 1,456 | 2,188 |
| 10 | happyhorse-1.0 | aorizon | 1,427 | 22,264 |
| 11 | sora-2-pro | openai | 1,368 | 54,167 |
| 12 | veo-3.1-audio | google | 1,364 | 13,741 |
| 13 | veo-3.1-audio-1080p | google | 1,362 | 25,076 |
| 14 | veo-3.1-fast-audio | google | 1,362 | 39,484 |
| 15 | veo-3.1-fast-audio-1080p | google | 1,358 | 25,870 |
Video editing arena
| Rank | Model | Organization | Elo score | Votes |
|---|
| 1 | wan3.0 | alibaba | 1,414 | 463 |
| 2 | dreamina-seedance-2.5-720p | bytedance | 1,410 | 429 |
| 3 | minimax-h3 | minimax | 1,392 | 962 |
| 4 | gemini-omni-flash | google | 1,367 | 2,109 |
| 5 | dreamina-seedance-2.0-720p | bytedance | 1,365 | 3,852 |
| 6 | happyhorse-1.0 | aorizon | 1,307 | 3,116 |
| 7 | grok-imagine-video | xai | 1,258 | 13,724 |
| 8 | kling-o3-pro | kling | 1,255 | 7,540 |
| 9 | kling-o1-pro | kling | 1,197 | 10,542 |
| 10 | runway-gen4-aleph | runway | 1,182 | 9,818 |
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 | Claude Fable 5.1 (Max) | anthropic | | |
| 5 | GPT-6 Astra (Max) | openai | | |
| 6 | GPT-6.1 Sol (Max) | openai | | |
| 7 | Gemini 4 Argon (High) | google | | |
| 8 | GPT-6.1 Terra (Max) | openai | | |
| 9 | Muse Wonder Full (Max) | meta | | |
| 10 | Claude Fable 5 (High) | anthropic | | |
| 11 | GPT-6 Sol (Max) | openai | | |
| 12 | Claude Opus 5 (Max) | anthropic | | |
| 13 | Kimi K3.1 Pro (Max) | moonshot | | |
| 14 | GPT-5.6 Sol (xHigh) | openai | | |
| 15 | Muse Wonder (Max) | meta | | |
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 | 88.4 | |
| 2 | Claude Opus 5.5 | Anthropic | 86.3 | |
| 3 | GPT-6 Astra | OpenAI | 86.1 | |
| 4 | GPT-6.1 Sol | OpenAI | 85.3 | |
| 5 | Gemini 4 Argon | Google | 82.3 | |
| 6 | Claude Sonnet 5.5 | Anthropic | 81.8 | |
| 7 | Claude Fable 5.1 | Anthropic | 81.1 | |
| 8 | Claude Fable 5 | Anthropic | 80.8 | |
| 9 | GPT-6.1 Terra | OpenAI | 80.5 | |
| 10 | Claude Opus 5 | Anthropic | 79.7 | |
| 11 | GPT-6 Sol | OpenAI | 78 | |
| 12 | GPT-5.6 Sol | OpenAI | 74.8 | |
| 13 | Kimi K3.1 Pro | Moonshot AI | 74.6 | |
| 14 | GPT-5.5 Pro | OpenAI | 72.8 | |
| 15 | GPT-5.6 Terra | OpenAI | 69.8 | |
Artificial Analysis (Intelligence Index)
Metric: AA Intelligence Index (0-100) · artificialanalysis.ai
| Rank | Model | Organization | Score | Votes |
|---|
| 1 | Gemini 4 Carbon (High) | Google | 59.4 | |
| 2 | Claude Opus 5.5 (Max, Default Fallback) | Anthropic | 58.4 | |
| 3 | Claude Opus 5.5 (Xhigh, Default Fallback) | Anthropic | 57 | |
| 4 | GPT-6 Astra (Max) | OpenAI | 56.9 | |
| 5 | GPT-6 Astra (Xhigh) | OpenAI | 55.3 | |
| 6 | GPT-6 Astra (High) | OpenAI | 54.8 | |
| 7 | GPT-6.1 Sol (Max) | OpenAI | 54.5 | |
| 8 | Claude Sonnet 5.5 (Max, Default Fallback) | Anthropic | 54.2 | |
| 9 | GPT-6.1 Sol (Xhigh) | OpenAI | 52.3 | |
| 10 | Claude Opus 5.5 (High, Default Fallback) | Anthropic | 51.7 | |
| 11 | GPT-6 Astra (Medium) | OpenAI | 51.5 | |
| 12 | GPT-6.1 Terra (Max) | OpenAI | 51 | |
| 13 | Gemini 4 Argon (High) | Google | 50.4 | |
| 14 | GPT-6.1 Sol (High) | OpenAI | 50.2 | |
| 15 | Muse Wonder Full (Max) | Meta | 49.7 | |
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.