Moonshot AI · Released Jan 27, 2026

Kimi K2.5

Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm paradigm. Built on Kimi K2 with continued pretraining over approximately 15T mixed...

ReasoningOpen weightsVision
  • Top 17%Fiction.LiveBench
  • Top 47%Humanity's Last Exam
  • Top 50%SWE-bench Verified
  • Top 50%OSWorld
Released
Jan 27 2026
Context window
262K 236K out
Input / 1M tokens
$0.50 from Free
Output / 1M tokens
$2.50 from Free

Where to run it

47 providers compared

Free to try on Poe, OpenCode — free endpoints are often limited-time and rate-limited. Included in Alibaba Coding Plan (China), Tencent Coding Plan (China), SCNet Token Plan, Alibaba Token Plan, Alibaba Coding Plan +1 more. Cheapest: NanoGPT at $0.38 / $2.00 per 1M input / output tokens — 89% less than the priciest option.

ProviderInputOutputCache readContextMax outputUptimevs. best
Poefree · may be limited-time Free Free —262K16K— Free
OpenCodefree · may be limited-time Free Free Free262K262K— Free
Alibaba Coding Plan (China)subscription plan Plan Plan Plan262K33K— Plan
Tencent Coding Plan (China)subscription plan Plan Plan Plan262K33K— Plan
SCNet Token Plansubscription plan Plan Plan Plan262K262K— Plan
Alibaba Token Plansubscription plan Plan Plan Plan262K98K— Plan
Alibaba Coding Plansubscription plan Plan Plan Plan262K33K— Plan
Alibaba Token Plan (China)subscription plan Plan Plan Plan262K98K— Plan
NanoGPT $0.38 $2.00 $0.07262K66K— Cheapest
Auriko $0.45 $2.25 $0.07262K262K— +15%
Meganova $0.45 $2.25 $0.07262K262K— +15%
SiliconFlow (China) $0.45 $2.25 $0.07262K262K— +15%
Deep Infra $0.45 $2.25 $0.07262K33K— +15%
AtlasCloudINT4 $0.49 $2.50 $0.20262K236K99.4%24h +27%
SiliconFlowINT4 $0.50 $2.50 $0.15262K236K100%24h +28%
DigitalOcean $0.50 $2.70 $0.20262K262K— +34%
TensorX $0.50 $2.80 $0.13262K262K— +38%
Novita $0.57 $2.85 $0.095262K236K99.9%24h +46%
Melious $0.58 $2.96 $0.14262K262K— +50%
DevPass (LLM Gateway) $0.57 $3.01 $0.23262K262K— +51%
Alibaba (China) $0.57 $3.01 —262K33K— +51%
ZenMux $0.58 $3.02 $0.10262K64K— +52%
Qiniu $0.58 $3.04 —256K256K— +53%
Amazon Bedrockus-east-2 $0.60 $3.00 —262K131K100%24h +54%
FrogBot $0.60 $3.00 $0.10256K128K— +54%
Kilo Gateway $0.60 $3.00 —262K236K— +54%
Vercel AI Gateway $0.60 $3.00 —256K256K— +54%
LLM Gateway $0.60 $3.00 $0.10262K33K— +54%
HPC-AI $0.60 $3.00 $0.10256K256K— +54%
Baseten $0.60 $3.00 $0.12262K262K— +54%
AIHubMix $0.60 $3.00 $0.10262K33K— +54%
Jalapeno Cloud $0.60 $3.00 $0.10262K180K— +54%
Novita AI $0.60 $3.00 $0.10262K262K— +54%
Azure $0.60 $3.00 —262K262K— +54%
Jiekou.AI $0.60 $3.00 $0.10262K262K— +54%
Azure Cognitive Services $0.60 $3.00 —262K262K— +54%
Abacus $0.60 $3.00 —262K33K— +54%
Hugging Face $0.60 $3.00 $0.10262K262K— +54%
Poe $0.60 $3.00 $0.10128K262K— +54%
Merge Gateway $0.60 $3.00 $0.10262K262K— +54%
Ofox $0.60 $3.00 $0.10262K262K— +54%
OrcaRouter $0.60 $3.00 $0.10262K33K— +54%
OpenCode $0.60 $3.00 $0.10262K66K— +54%
Eden AI $0.60 $3.00 —262K262K— +54%
Venice $0.53 $3.33 $0.21256K66K100%24h +57%
Venice AI $0.56 $3.50 $0.22256K66K— +66%
302.AI $0.63 $3.30 —262K262K— +66%
Requesty $0.72 $3.60 $0.72128K16K— +84%
DaoXE $4.00 $16.00 $0.80262K262K— +796%

Value

Price vs. performance

3 models score higher for the same price or lesson SWE-bench Verified, e.g. GLM 5.2.
31.0%48.5%66.0%83.5% $0.01$0.10$1.00$10.00$100.00 DeepSeek V4 Pro 0813 (DeepSeek) — 77.6% · $0.66/1M in GLM 5.2 (Z.ai) — 78.7% · $0.034/1M in Qwen3.7 Max (Qwen) — 77.3% · $1.48/1M in Gemini 3.5 Flash (Google) — 79.3% · $1.50/1M in DeepSeek V4 Pro 0423 (DeepSeek) — 77.6% · $0.44/1M in Claude Opus 4.7 (Anthropic) — 83.5% · $5.00/1M in GLM 5.1 (Z.ai) — 74.2% · $1.40/1M in Qwen3.6 Plus (Qwen) — 57.9% · $0.33/1M in GPT-5.4 (OpenAI) — 76.9% · $2.50/1M in Gemini 3.1 Pro Preview Custom Tools (Google) — 75.6% · $2.00/1M in GPT-5.3-Codex (OpenAI) — 74.8% · $1.75/1M in Claude Sonnet 4.6 (Anthropic) — 75.2% · $3.00/1M in GLM 5 (Z.ai) — 72.1% · $1.00/1M in Claude Opus 4.6 (Anthropic) — 78.7% · $5.00/1M in Gemini 3 Flash Preview (Google) — 75.4% · $0.50/1M in GPT-5.2 (OpenAI) — 73.8% · $1.75/1M in Claude Opus 4.5 (Anthropic) — 76.6% · $5.00/1M in GPT-5.1 (OpenAI) — 68.0% · $1.25/1M in Claude Sonnet 4.5 (Anthropic) — 71.3% · $3.00/1M in GPT-5 (OpenAI) — 73.6% · $1.25/1M in GPT-5 Mini (OpenAI) — 64.7% · $0.25/1M in Claude Opus 4.1 (Anthropic) — 73.4% · $15.00/1M in Gemini 2.5 Pro (Google) — 57.6% · $1.25/1M in Gemini 2.5 Pro Preview 06-05 (Google) — 57.6% · $1.25/1M in o3 (OpenAI) — 62.3% · $2.00/1M in GPT-4.1 (OpenAI) — 48.5% · $2.00/1M in GPT-4o (2024-11-20) (OpenAI) — 31.0% · $2.50/1M in GPT-4o (2024-08-06) (OpenAI) — 31.0% · $2.50/1M in GPT-4o (OpenAI) — 31.0% · $2.50/1M in GPT-4o (2024-05-13) (OpenAI) — 31.0% · $5.00/1M in Kimi K2.6 (Moonshot AI) — 76.6% · $0.65/1M in Kimi K2.5 (Moonshot AI) — 73.8% · $0.50/1M in Kimi K2.5

Kimi K2.5 Other Moonshot AI Other labs Value frontier · SWE-bench Verified vs. input price per 1M tokens (log scale) · Drag to pan, pinch or Ctrl + scroll to zoom, double-click to zoom in.

Benchmarks

13 benchmark scores

BenchmarkScoreRankLeader
SWE-bench VerifiedSoftware engineering · Real GitHub issues fixed in Python repos 73.8% #16of 32 Claude Opus 4.783.5%
Terminal-BenchSoftware engineering · Tasks completed with the programs in a real terminal (best agent) 43.2% #21of 40 GPT-5.584.7%
SciCodeSoftware engineering · Research-coding problems from the natural sciences 49.0% #52of 102 Claude Opus 5.566.9%
OSWorldAgents & computer use · Desktop and web tasks with keyboard and mouse 63.3% #3of 6 Claude Sonnet 4.672.1%
Vending-Bench 2Agents & computer use · Run a simulated vending business for a year (final balance) $1,198 #46of 61 GPT-6 Astra$15,515
Fiction.LiveBenchWriting & content · Understanding long creative writing (16k tokens) 86.1% #4of 24 GPT-597.2%
SimpleQA VerifiedWriting & content · Factual accuracy on 1,000 short questions 34.3% #50of 79 Gemini 4 Argon76.0%
WebDev ArenaDesign & visual · People vote on which model builds the better website (Elo) 1436 #57of 90 Claude Opus 5.51820
Humanity's Last ExamReasoning & knowledge · Expert questions across 100+ subjects 24.4% #15of 32 GPT-6 Astra54.8%
ARC-AGI-2Reasoning & knowledge · Few-shot abstract reasoning on grid puzzles 11.8% #49of 75 GPT-6 Astra95.0%
ARC-AGI-1Reasoning & knowledge · Pattern induction from input–output examples 65.3% #48of 75 Gemini 4 Argon98.5%
SimpleBenchReasoning & knowledge · Common-sense trick questions about space, time and people 46.8% #35of 58 Claude Fable 581.9%
CritPtReasoning & knowledge · Open-ended, research-level physics problems 3.1% #63of 111 GPT-5.6 Sol32.3%

Specs

Details

Model ID
moonshotai/kimi-k2.5
Developer
Moonshot AI
Release date
Jan 27, 2026 ·
Context window
262,144 tokens
Max output
235,929 tokens
API price
$0.50 / $2.50 per 1M input / output tokens
Providers
47
Input types
text, image
Reasoning
Yes
Tool calling
Yes
Open weights
Yes
Free tier
No

Release date and prices from OpenRouter's catalog; providers from OpenRouter and models.dev. Buying directly from a provider can cost a little differently. Speed, latency and uptime are measured on OpenRouter only; uptime is the share of OpenRouter requests each provider served over the last day. Benchmark scores are the best result per benchmark from Epoch AI, licensed CC BY 4.0. Rank counts every model tracked here with a score.