Kimi K2.7 Code vs Jev
At a Glance
| Compare |  Kimi K2.7 CodeMoonshot AI |  JevTypeSafe |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| CostLower is better · Published-token output estimate | #9 of 44$0.042 per LiveBench case | UnrankedNot in the 44-model eligible cohort |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.68Deepinfra ↗ · Sep 21, 2026 | $0.042TypeSafe ↗ · Sep 17, 2026 |
| Output priceFrom · USD / 1M tokens | $3.21Openrouter ↗ · Sep 22, 2026 | $0.000TypeSafe ↗ · Sep 17, 2026 |
| Context windowMaximum documented tokens | 262K | 64K |
| Model facts checked | Sep 3, 2026View model evidence → | Sep 17, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | Kimi K2.7 Code | Jev |
|---|---|---|
| Developer | Moonshot AI | TypeSafe |
| Family | Kimi K2 7 | Jev |
| Model | Kimi K2.7 Code | Jev |
| Version | Kimi K2.7 Code | Jev |
| Lifecycle | active | active |
| Released | 2026-06-11 | 2026-09-15 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image, Video | Text, Model-specific input |
| Output modalities | Text | Model-specific input |
| Context window | 262K | 64K |
| Total parameters | 1T | Unknown |
| Active parameters | 32B | Unknown |
| License | modified-mit | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) | TypeSafe (Standard) |
| Capabilities | agents, chat, coding, reasoning, tools, vision | calibrated-confidence, parallel-evaluation, structured_outputs, typed-decisions |
| Maximum Choice cardinality | Unknown | 255 options |
| Default request rate limit | Unknown | 1200 requests per minute |
| State plus longest question limit | Unknown | 32000 tokens |
| Combined state and questions limit | Unknown | 64000 tokens |
| Default token rate limit | Unknown | 250000 tokens per second |
Kimi K2.7 Code Capabilities
Jev Capabilities
Related Comparisons
All text comparisons →| A | Pair | B | Context |
|---|---|---|---|
Kimi K2.7 CodeMoonshot AI | vs |  GPT-6 AstraOpenAI | cross-developer peersimage, text |
Claude Fable 5.1Anthropic | vs | Kimi K2.7 CodeMoonshot AI | cross-developer peersimage, text |
 Gemini 3.1 ProGoogle DeepMind | vs | Kimi K2.7 CodeMoonshot AI | cross-developer peerstext |
 DeepSeek-V4.1-FlashDeepSeek | vs | Kimi K2.7 CodeMoonshot AI | cross-developer peersimage, text |
Kimi K2.7 CodeMoonshot AI | vs | Grok 4.6xAI | cross-developer peersimage, text |
Kimi K2.7 CodeMoonshot AI | vs |  Qwen3.8-MaxQwen | cross-developer peersimage, text, video |
Kimi K2.7 CodeMoonshot AI | vs | Kimi-K3Moonshot AI | family variantsimage, text |
 MiniMax-M3MiniMax | vs | Kimi K2.7 CodeMoonshot AI | cross-developer peersimage, text |
Kimi K2.7 CodeMoonshot AI | vs |  GLM-5.3Z.ai | cross-developer peerstext |
Kimi K2.7 CodeMoonshot AI | vs |  Hy4 previewTencent | cross-developer peerstext |
Seed 2.1 ProByteDance Seed | vs | Kimi K2.7 CodeMoonshot AI | cross-developer peersimage, text, video |
 Mistral Large 3Mistral AI | vs | Kimi K2.7 CodeMoonshot AI | cross-developer peersimage, text |
Primary Evidence
Sources and Freshness
Questions
Kimi K2.7 Code vs Jev FAQs
Is Kimi K2.7 Code or Jev better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Kimi K2.7 Code and Jev, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Kimi K2.7 Code or Jev?+
Kimi K2.7 Code is $0.68 and Jev is $0.042 per million tokens, so Jev is cheaper on this metric. Kimi K2.7 Code is $3.21 and Jev is $0.000 per million tokens, so Jev is cheaper on this metric.
Which has a larger context window, Kimi K2.7 Code or Jev?+
Kimi K2.7 Code has the larger sourced context window. Kimi K2.7 Code supports 262K and Jev supports 64K.
Which performs better in benchmarks, Kimi K2.7 Code or Jev?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Kimi K2.7 Code or Jev be self-hosted?+
Kimi K2.7 Code is the only model in this pair currently marked as self-hostable. Kimi K2.7 Code is open weight; Jev is not marked open weight.
Can Kimi K2.7 Code and Jev understand images?+
Kimi K2.7 Code is documented with image input; Jev is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Kimi K2.7 Code or Jev?+
Neither has a larger sourced maximum output. Kimi K2.7 Code is — and Jev is —.
Do Kimi K2.7 Code and Jev support reasoning and tool use?+
Kimi K2.7 Code: reasoning, tool calling, and image input. Jev: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, Kimi K2.7 Code or Jev?+
Kimi K2.7 Code has 4 sourced provider routes; Jev has 1, so Kimi K2.7 Code has broader tracked availability.
Which offers better value, Kimi K2.7 Code or Jev?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.