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effiqefficiency × iq

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LLM cost comparison, ranked per task dollar

Compare LLM costs per task and rank reasoning variants by capability per measured or estimated task dollar. The default view keeps Artificial Analysis Intelligence at 40 or more. The EQ (Effiq) Score is not fixed — it changes with your requirements: profile, weights, floors, and filters all move the ranking.

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Highest Effiq Score
Lowest task cost
Highest intelligence
Fastest output
Profile

Broad capability with balanced cost. Workload: Standard mixed task.

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Ranking controls
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Min intelligence40
Min confidence0.30
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Intelligence35%
Coding15%
Agentic10%
Task cost30%
Latency5%
Throughput5%
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Compare and pin row controls#Model variantEffiq ScoreDomain eff.DomainIntelCodingAgenticCursorBenchTask $Tokens/taskTask timeTPSLatencyIn $/1MOut $/1MCache $/1MCap/$
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The default view keeps Artificial Analysis Intelligence at 40 or higher. The table ranks models by the Effiq Score. The EQ (Effiq) Score is not fixed — it changes with your requirements: the usage profile, metric weights, floors, and filters all move the ranking. The score compares capability against task cost, latency, and throughput. Approximated model variants have clear labels. Primary data sources are Artificial Analysis, OpenRouter, Cursor, and OpenCode Go.