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OverviewModelsLeaderboardsBenchmarksProvidersCategoriesMethodology

Model Intelligence

Leaderboards

Rank models by key performance metrics. Each leaderboard shows the full ranked list with provider, model type, and the primary score. Rankings are deterministic and derived from the Ethen normalized model index.

↑ Higherscore

Intelligence

Composite benchmark score on the Ethen Intelligence Index. Higher scores indicate stronger overall model capability across reasoning, coding, and agentic tasks.

535 models rankedView →
↑ Highertok/s

Speed

Measured output tokens per second. Higher values mean faster generation throughput.

287 models rankedView →
↓ Lowers TTFT

Latency

Time to first answer token (TTFT). Lower values mean quicker initial response.

287 models rankedView →
↓ Lower$/1M tokens

Input Price

Price per million input tokens. Lower values are more cost-effective for prompt-heavy workloads.

548 models rankedView →
↓ Lower$/1M tokens

Output Price

Price per million output tokens. Lower values are more cost-effective for generation-heavy workloads.

548 models rankedView →
↑ Highertokens

Context Window

Maximum context window size. Larger windows enable processing of longer documents and conversations.

419 models rankedView →

Also see: Benchmarks

Benchmark pages include a full explanation of each evaluation dimension alongside the ranked model table.

All Benchmarks →