Claude Opus 5
Agentic knowledge work · Complex reasoning
EVIDENCE PROFILE ↗DECISION ENGINE / MODELSChoose with
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GPT-5.6 Sol
Coding agents · Deep reasoning
EVIDENCE PROFILE ↗Kimi K3
Open deployment · Agentic workflows
EVIDENCE PROFILE ↗| DECISION FACTOR | Claude Opus 5Anthropic | GPT-5.6 SolOpenAI | Kimi K3Moonshot AI |
|---|---|---|---|
| QUALITY EVIDENCE | |||
| Intelligence Index | 61 | 59 | 57 |
| Coding Agent Index | NOT RECORDED | 80% | NOT RECORDED |
| GDPval-AA v2 | 1861 Elo | NOT RECORDED | 1668 Elo |
| Output speed | 55.7 tok/s | 60 tok/s | NOT RECORDED |
| COST + SCALE | |||
| Input / 1M tokens | $5 | $5 | NOT RECORDED |
| Output / 1M tokens | $25 | $30 | NOT RECORDED |
| Context window | 1M | 1M | Not disclosed |
| Access | Proprietary | Proprietary | Open weights |
| CAPABILITIES | |||
| Reasoning | YES | YES | YES |
| Vision input | YES | YES | YES |
| Tool calling | YES | YES | YES |
| Structured output | YES | YES | YES |
| Fine-tuning path | NO | NO | YES |
| Self-hosting | NO | NO | YES |
| DEPLOYMENT | |||
| Hosting | Anthropic API / cloud partners | OpenAI Responses API | Open weights / hosted APIs |
| Privacy posture | Provider API; enterprise controls | Zero Data Retention eligible | Self-host or provider API |
| Strongest fit | Agentic knowledge work · Complex reasoning · Professional deliverables | Coding agents · Deep reasoning · Large-context analysis | Open deployment · Agentic workflows · Knowledge work |
READ BEFORE CHOOSING
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.
Common decisions,
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01
Claude Opus 5 vs GPT-5.6 Sol
Compare two proprietary frontier systems across intelligence, coding, price, speed, deployment, and professional fit.
OPEN COMPARISON ↗02GPT-5.6 Sol vs Kimi K3
Compare a proprietary coding leader with a frontier-adjacent open-weight alternative.
OPEN COMPARISON ↗03Claude Opus 5 vs Kimi K3
Compare leading proprietary intelligence with open-weight control and deployment flexibility.
OPEN COMPARISON ↗04Kimi K3 vs North Mini Code
Compare two open-weight options optimized for very different quality, scale, and speed requirements.
OPEN COMPARISON ↗