EDITORIAL MODEL COMPARISON

GPT-5.6 Sol vs Kimi K3

Compare a proprietary coding leader with a frontier-adjacent open-weight alternative.

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DECISION FACTORGPT-5.6 SolOpenAIKimi K3Moonshot AI
QUALITY EVIDENCE
Intelligence Index5957
Coding Agent Index80%NOT RECORDED
GDPval-AA v2NOT RECORDED1668 Elo
Output speed60 tok/sNOT RECORDED
COST + SCALE
Input / 1M tokens$5NOT RECORDED
Output / 1M tokens$30NOT RECORDED
Context window1MNot disclosed
AccessProprietaryOpen weights
CAPABILITIES
ReasoningYESYES
Vision inputYESYES
Tool callingYESYES
Structured outputYESYES
Fine-tuning pathNOYES
Self-hostingNOYES
DEPLOYMENT
HostingOpenAI Responses APIOpen weights / hosted APIs
Privacy postureZero Data Retention eligibleSelf-host or provider API
Strongest fitCoding agents · Deep reasoning · Large-context analysisOpen deployment · Agentic workflows · Knowledge work
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Benchmark values are evaluation-specific snapshots, not universal quality scores. Prices can change and long-context or tool use may add fees. Validate provider documentation and run your own workload before production commitment.