EyesInAI — AI Benchmark Leaderboard

⚡Ping

Latency & availability — single-word reply

832 ms

🧮Reasoning

Basic math reasoning — show work, give answer

1237 ms

{ }JSON Output

Structured output compliance — valid JSON with required keys

1129 ms

💻Code Gen

Python function generation with docstring

2198 ms

🚀Throughput

Token generation speed — 500-token long-form response

5621 ms

🔍Context Recall

Retrieval from in-context data — 20-item list Q&A

1197 ms

🔧Tool Use

Function/tool calling — get_weather invocation

1071 ms

📝Summarization

Real-world: distill a news article into 3 bullet points

1789 ms

🏷️Classification

Real-world: sentiment + category from customer review

984 ms

📄Data Extraction

Real-world: pull structured fields from an invoice

1389 ms

📋Instruction Follow

Real-world: multi-rule compliance (5 sentences, no "the", etc.)

1809 ms

✅Format Compliance

IFEval-style: 4 bullets, keyword inclusion/exclusion, no preamble

2111 ms

🪡Long-Context Needle

Find a 6-digit code buried in ~3.5k tokens of filler text

1920 ms

🧠Multi-Step Logic

BBH-lite: boolean expression + web of lies + object counting

fail

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