Kimi K2.6 vs North Mini Code 1.0
Kimi K2.6 (2026) and North Mini Code 1.0 (2026) are agentic coding models from Moonshot AI and Cohere. Kimi K2.6 ships a 262k-token context window, while North Mini Code 1.0 ships a 256k-token context window. On SWE-bench Verified, Kimi K2.6 leads by 12.6 pts. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.
North Mini Code 1.0 is safer overall; choose Kimi K2.6 when coding workflow support matters.
Decision scorecard
Local evidence first| Signal | Kimi K2.6 | North Mini Code 1.0 |
|---|---|---|
| Best for | custom coding agents, code generation, and tool loops | custom coding agents, code generation, and tool loops |
| Decision fit | Coding, RAG, and Agents | Coding, RAG, and Agents |
| Context window | 262k | 256k |
| Cheapest output | $3.49/1M tokens | - |
| Provider routes | 9 tracked | 1 tracked |
| Shared benchmarks | SWE-bench Verified leader | 3 shared |
Decision tradeoffs
- Kimi K2.6 holds a shared-benchmark lead on SWE-bench Verified, ahead by 12.6 points.
- Kimi K2.6 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Kimi K2.6 has broader tracked provider coverage for fallback and procurement flexibility.
- Kimi K2.6 uniquely exposes Vision and Multimodal in local model data.
- Local decision data tags Kimi K2.6 for Coding, RAG, and Agents.
- Local decision data tags North Mini Code 1.0 for Coding, RAG, and Agents.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Kimi K2.6
$1,457
Cheapest tracked route/tier: OpenRouter
North Mini Code 1.0
Unavailable
No complete token price in local provider data
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for Kimi K2.6 and North Mini Code 1.0; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Vision and Multimodal before moving production traffic.
- No overlapping tracked provider route is sourced for North Mini Code 1.0 and Kimi K2.6; plan for SDK, billing, or endpoint changes.
- Kimi K2.6 adds Vision and Multimodal in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-04-20 | 2026-06-09 |
| Context window | 262k | 256k |
| Parameters | 1T | 30B (MoE, 3B active) |
| Architecture | Mixture of Experts | Mixture of Experts |
| License | MITOSI-approved | Apache 2.0OSI-approved |
| Openness | Open source | Open source |
| Commercial use | Commercial use: permitted | Commercial use: permitted |
| Knowledge cutoff | 2025-04 | - |
Pricing and availability
| Pricing attribute | Kimi K2.6 | North Mini Code 1.0 |
|---|---|---|
| Input price | $0.73/1M tokens | - |
| Output price | $3.49/1M tokens | - |
| Providers |
Capabilities
| Capability | Kimi K2.6 | North Mini Code 1.0 |
|---|---|---|
| Vision | Yes | No |
| Multimodal | Yes | No |
| Reasoning | Yes | Yes |
| Function calling | Yes | Yes |
| Tool use | Yes | Yes |
| Structured outputs | Yes | Yes |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
| Benchmark | Kimi K2.6 | North Mini Code 1.0 |
|---|---|---|
| SWE-bench Verified | 80.2 | 67.6 |
| SWE-bench Pro | 58.6 | 40.2 |
| Terminal-Bench 2.0 | 66.7 | 36.0 |
Deep dive
On shared benchmark coverage, SWE-bench Verified has Kimi K2.6 at 80.2 and North Mini Code 1.0 at 67.6, with Kimi K2.6 ahead by 12.6 points; SWE-bench Pro has Kimi K2.6 at 58.6 and North Mini Code 1.0 at 40.2, with Kimi K2.6 ahead by 18.4 points; Terminal-Bench 2.0 has Kimi K2.6 at 66.7 and North Mini Code 1.0 at 36, with Kimi K2.6 ahead by 30.7 points. The largest visible gap is 30.7 points on Terminal-Bench 2.0, which matters most when that benchmark mirrors your workload. Treat isolated benchmark wins as directional, because provider routing, prompt style, and tool access can move real application results.
The capability footprint differs most on vision: Kimi K2.6 and multimodal input: Kimi K2.6. Both models share reasoning mode, function calling, tool use, and structured outputs, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
Pricing coverage is uneven: Kimi K2.6 has $0.73/1M input tokens and North Mini Code 1.0 has no token price sourced yet. Provider availability is 9 tracked routes versus 1. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.
Choose Kimi K2.6 when coding workflow support, larger context windows, and broader provider choice are central to the workload. Choose North Mini Code 1.0 when coding workflow support are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship.
FAQ
Which has a larger context window, Kimi K2.6 or North Mini Code 1.0?
Kimi K2.6 supports 262k tokens, while North Mini Code 1.0 supports 256k tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Is Kimi K2.6 or North Mini Code 1.0 open source?
Kimi K2.6 is listed under MIT. North Mini Code 1.0 is listed under Apache 2.0. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for vision, Kimi K2.6 or North Mini Code 1.0?
Kimi K2.6 has the clearer documented vision signal in this comparison. If vision is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Which is better for multimodal input, Kimi K2.6 or North Mini Code 1.0?
Kimi K2.6 has the clearer documented multimodal input signal in this comparison. If multimodal input is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for reasoning mode, Kimi K2.6 or North Mini Code 1.0?
Both Kimi K2.6 and North Mini Code 1.0 expose reasoning mode. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.
Where can I run Kimi K2.6 and North Mini Code 1.0?
Kimi K2.6 is available on Cloudflare Workers AI, NVIDIA NIM, Moonshot AI Kimi, Fireworks AI, and OpenRouter. North Mini Code 1.0 is available on Cohere API. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
Continue comparing
Last reviewed: 2026-06-15. Data sourced from public model cards and provider documentation.