MolmoAct2 Think vs Kimi K2.7 Code
At a Glance
| Compare |  Kimi K2.7 CodeMoonshot AI | |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| CostLower is better · Published-token output estimate | UnrankedNot in the 44-model eligible cohort | #9 of 44$0.042 per LiveBench case |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | Not reported | $0.68Deepinfra ↗ · Sep 21, 2026 |
| Output priceFrom · USD / 1M tokens | Not reported | $3.21Openrouter ↗ · Sep 22, 2026 |
| Context windowMaximum documented tokens | 16K | 262K |
| Model facts checked | Aug 28, 2026View model evidence → | Sep 3, 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 | MolmoAct2-Think | Kimi K2.7 Code |
|---|---|---|
| Developer | Ai2 | Moonshot AI |
| Family | Molmoact2 Think | Kimi K2 7 |
| Model | MolmoAct2-Think | Kimi K2.7 Code |
| Version | MolmoAct2-Think | Kimi K2.7 Code |
| Lifecycle | active | active |
| Released | Unknown | 2026-06-11 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Model-specific input | Text, Image, Video |
| Output modalities | Model-specific input | Text |
| Context window | 16K | 262K |
| Total parameters | 5.4B | 1T |
| Active parameters | Unknown | 32B |
| License | Unknown | modified-mit |
| Open weights | Yes | Yes |
| API available | Unknown | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Unknown | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | reasoning, robot_action_generation | agents, chat, coding, reasoning, tools, vision |
MolmoAct2 Think Capabilities
Kimi K2.7 Code Capabilities
Related Comparisons
All image comparisons →| A | Pair | B | Context |
|---|---|---|---|
| vs |  GPT-6 AstraOpenAI | cross-developer peersimage, text | |
| vs | Claude Fable 5.1Anthropic | cross-developer peersimage, text | |
| vs |  Gemini 3.1 ProGoogle DeepMind | cross-developer peerstext | |
| vs |  DeepSeek-V4.1-FlashDeepSeek | cross-developer peersimage, text | |
| vs | Grok 4.6xAI | cross-developer peersimage, text | |
| vs |  Qwen3.8-MaxQwen | cross-developer peersimage, text | |
| vs | Kimi-K3Moonshot AI | cross-developer peersimage, text | |
 MiniMax-M3MiniMax | vs | cross-developer peersimage, text | |
| vs |  GLM-5.3Z.ai | cross-developer peerstext | |
| vs |  Hy4 previewTencent | cross-developer peerstext | |
| vs | Seed 2.1 ProByteDance Seed | cross-developer peersimage, text | |
| vs |  Mistral Large 3Mistral AI | cross-developer peersimage, text |
Primary Evidence
Sources and Freshness
Questions
MolmoAct2 Think vs Kimi K2.7 Code FAQs
Is MolmoAct2 Think or Kimi K2.7 Code better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both MolmoAct2 Think and Kimi K2.7 Code, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, MolmoAct2 Think or Kimi K2.7 Code?+
Only Kimi K2.7 Code has a directly sourced input price: $0.68 per million tokens. Only Kimi K2.7 Code has a directly sourced output price: $3.21 per million tokens.
Which has a larger context window, MolmoAct2 Think or Kimi K2.7 Code?+
Kimi K2.7 Code has the larger sourced context window. MolmoAct2 Think supports 16K and Kimi K2.7 Code supports 262K.
Which performs better in benchmarks, MolmoAct2 Think or Kimi K2.7 Code?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can MolmoAct2 Think or Kimi K2.7 Code be self-hosted?+
Both models have the same recorded self-hosting status: supported. MolmoAct2 Think is open weight; Kimi K2.7 Code is open weight.
Can MolmoAct2 Think and Kimi K2.7 Code understand images?+
MolmoAct2 Think is not documented with image input; Kimi K2.7 Code is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, MolmoAct2 Think or Kimi K2.7 Code?+
Neither has a larger sourced maximum output. MolmoAct2 Think is — and Kimi K2.7 Code is —.
Do MolmoAct2 Think and Kimi K2.7 Code support reasoning and tool use?+
MolmoAct2 Think: reasoning. Kimi K2.7 Code: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, MolmoAct2 Think or Kimi K2.7 Code?+
MolmoAct2 Think has 0 sourced provider routes; Kimi K2.7 Code has 4, so Kimi K2.7 Code has broader tracked availability.
Which offers better value, MolmoAct2 Think or Kimi K2.7 Code?+
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.