Coding
Claude Fable 5.1
81.6 score
Score on coding tests, out of 100.
Block4Roots · AI leaderboards
Simple rankings from public data: what people use most, what is best at each job, and what gives the most for your money.
Auto-updated · last refresh 18 Oct, 09:47 pm
Ranked by each model's share of all AI text sent that week. Arrows compare its position with last week.
DeepSeek V4.1 Flash
GLM-5.3-Flash
Step 5 Preview
MiMo-V2.6-Flash
Hy4 preview
GPT-6 Luna
Claude Opus 5.5
GLM-5.3
Source: OpenRouter (openrouter.ai/rankings), as of 18 Oct 2026
The top scorer in each benchmark (test). Scores are like an intelligence score, out of 100.
Coding
Claude Fable 5.1
81.6 score
Score on coding tests, out of 100.
Overall smarts
Claude Opus 5.5
57.6 score
Average score across many reasoning and knowledge tests.
Agents and tasks
Claude Fable 5.1
57.9 score
How well it finishes multi-step jobs on its own.
Websites
Gemini 3 Pro Preview
64% win rate
Win rate = how often people picked its design over another AI's.
Hard science questions
Gemini 4 Argon
96%
Share of very hard science questions it got right.
Customer-support agent tasks
Claude Fable 5
80%
Share of airline support chats it handled correctly.
Web search
Claude Opus 5
89%
How well it finds correct answers by searching the web.
Win rate = how often people picked its design over another AI's.
Websites
Gemini 3 Pro Preview
64% wins
App screens
Gemini 3 Pro Preview
69% wins
Logos
Riverflow 2.5 Pro
64% wins
Images
Riverflow 2.5 Pro
68% wins
Games
Claude Sonnet 5.5
73% wins
Charts
Gemini 2.5 Pro
68% wins
Source: Artificial Analysis, Design Arena, OpenRouter benchmarks via OpenRouter (openrouter.ai/rankings), as of 17 Oct 2026
Smarts score divided by API price per 1M tokens. Higher means more brains per rupee. Price mixes 3 parts input to 1 part output.
Source: Artificial Analysis via OpenRouter (openrouter.ai/rankings), as of 17 Oct 2026
Share of all AI use by kind of job. Top model = the one used most for that job.
Source: OpenRouter (openrouter.ai/rankings), as of 17 Oct 2026
Apps growing fastest on OpenRouter right now. Underlined names have a Block4Roots page.
Source: OpenRouter (openrouter.ai/rankings), as of 18 Oct 2026
Longest videos first. Max length = longest clip in one go; quality = sharpest picture.
Source: OpenRouter (openrouter.ai/rankings), as of 18 Oct 2026