Claude Opus 4.7 vs North Mini Code
Pricing, benchmarks, and use case comparison
Quick take
- •Claude Opus 4.7 is meaningfully stronger at multimodal (90 vs 5 on our capability index).
- •North Mini Code is meaningfully stronger at cost efficiency (92 vs 70).
- •North Mini Code is 100% cheaper on input tokens, which compounds fast on high-volume or agentic workloads.
- •Claude Opus 4.7 has a 1M context window vs 256K tokens - better for whole-repo or long-document work.
Specs comparison
| Claude Opus 4.7 | North Mini Code | |
|---|---|---|
| Provider | Anthropic | Cohere |
| Type | Closed source | Closed source |
| Context window | ✓1M | 256K tokens |
| Input / 1M tokens | $5.00 | ✓0 |
| Output / 1M tokens | $25.00 | 0 |
| Release date | 2026-04 | 2026-06 |
Benchmarks
| Benchmark | Claude Opus 4.7 | North Mini Code |
|---|---|---|
| SWE-bench Verified | 87.6% | - |
| SWE-bench Pro | 64.3% | - |
| Artificial Analysis Coding Index | - | 33.4 |
| Throughput vs Devstral Small 2 | - | Up to 2.8x higher output throughput |
Scores sourced from official provider release posts and independent benchmark aggregators.
Which should you choose?
Choose Claude Opus 4.7 if...
- →You have a pipeline pinned to Opus 4.7 and need stability
- →Your workload is vision-heavy and benefits from higher-resolution image input
- →You need top-tier coding with 1M context but haven't migrated to 4.8 yet
- →You want documented, broadly available Opus-class behavior
Choose North Mini Code if...
- →You want a self-hostable, sovereign coding agent on modest hardware
- →You run agentic SWE workflows (repo edits, sub-agent orchestration, code review)
- →You need terminal/tool-driven multi-turn agents
- →You want high coding throughput at low compute cost