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Kimi K2.7 Code
moonshotai·moonshotai/kimi-k2.7-code·GA·Open weights·kimi-k2 series·NEW
Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking
At a glance
Official price$0.95 / $4.00 per 1M
Cache read $0.19 · Moonshot AI
Lowest paid$0.275 / $1.10
routing.run Gateway · 4.5× spread
6 more $0 channels
Context262,144
⚠ Providers report 200,000–271,360; the table below is authoritative
Output limit262,144
Capabilities
✓ Reasoning✓ Tool use✓ Structured outputTemperature✓ Attachments
⚠ Providers report capability flags inconsistently
Modalities
TextImageVideoPDF
Knowledge cutoff2025-01
Released / updated2026-06-12 / 2026-06-12
Quality & performanceArtificial Analysis · Intelligence Index v4.1
Intelligence43
Value89
Coding60.8
Agentic30.3
Output speed37 tok/s
TTFT2.95 s
Cost per task$0.2220
Value formulaIQ 43 ÷ min blended $0.481 = 89
Quality is independently evaluated by Artificial Analysis. Speed/latency are model-level medians.
Available at 57 providers50 with public prices · 1 free · 5 subscription-covered
| Provider | Tier | Input | Output | Cache read | Cache write | Context | Output limit | Status |
|---|---|---|---|---|---|---|---|---|
| Umans AI Coding Plan umans-kimi-k2.7 | Gateway | Subscription | $0 | $0 | 262,144 | 262,144 | ||
| Alibaba Token Plan | Gateway | Subscription | $0 | $0 | 262,144 | 262,144 | ||
| Kenari kimi-k2-7-code | Gateway | Free | — | — | 262,144 | 262,144 | ||
| SCNet Token Plan Kimi-K2.7-Code | Gateway | Subscription | $0 | — | 262,144 | 262,144 | ||
| Alibaba Token Plan (China) | Gateway | Subscription | $0 | $0 | 262,144 | 262,144 | ||
| Kimi For Coding kimi-for-coding | Gateway | Subscription | $0 | $0 | 262,144 | 32,768 | ||
| routing.run | Gateway | $0.275 | $1.10 | — | — | 200,000 ⚠ | 32,000 | |
| CrofAI | Gateway | $0.55 | $2.25 | $0.05 | — | 262,144 | 262,144 | |
| OpenRouter | Gateway | $0.67 | $3.40 | $0.17 | — | 262,144 | 262,144 | |
| Inceptron moonshotai/Kimi-K2.7-Code | Gateway | $0.67 | $3.40 | $0.17 | $0 | 262,144 | 262,144 | |
| Moonshot AIOfficial | First-party | $0.95 | $4.00 | $0.19 | — | 262,144 | 262,144 | |
Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.
Your usage cost
1routing.run$110.00
2CrofAI$162.50
3Deep Infra$240.72
4OpenRouter$244.00
5Inceptron$244.00
6Ambient$246.50
17Moonshot AI · Official$298.80
6 more channels offer $0 (Umans AI Coding Plan, Alibaba Token Plan, Kenari etc.); free tiers usually have rate limits and no SLA, excluded from ranking.
Switch to routing.run to save $188.80/mo (63%)
Note: this is a gateway; verify availability and rate limits yourself.
Benchmark6 items
| Name | Conditions | Score | Metric | Source |
|---|---|---|---|---|
| Kimi Code Bench | harness: Kimi Code CLI · vv2 | 62 | — | Source ↗ |
| Program Bench | harness: Kimi Code CLI | 53.6 | — | Source ↗ |
| MLS Bench Lite | harness: Kimi Code CLI | 35.1 | — | Source ↗ |
| MCP Atlas | harness: Kimi Code CLI | 76 | success rate | Source ↗ |
| MCP Mark Verified | harness: Kimi Code CLI | 81.1 | success rate | Source ↗ |
| Kimi Claw 24/7 Bench | harness: Kimi Code CLI | 46.9 | — | Source ↗ |
The same benchmark scores very differently across harness / dataset, so the qualifying conditions must be shown together.
Reasoning control
Toggle (on / off)budget_tokens ≥ 1 ≤ 32,768effort = noneeffort = loweffort = mediumeffort = higheffort = minimaleffort = xhigheffort = max
34 / 57 providers expose no reasoning control (reasoning_options: []).
Related models
Kimi K2.7 Code Fastsame series$1.90 / $8.00Kimi K2.7 Code Flexsame series$0.475 / $2.00Umans Codersame series$0.95 / $4.00DeepSeek V4 Procheaper alternative$0.435 / $0.87DeepSeek V4 Flashcheaper alternative$0.14 / $0.28MiniMax-M2.7cheaper alternative$0.30 / $1.20DeepSeek V4 Flash 0731cheaper alternative$0.479 / $1.44
Price historyone sample accumulated per data sync
Input listOutput listMin blended