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Launching the open-source gateway

Kimi K2 0905

Kimi K2 Thinking is Moonshot AI’s most advanced open reasoning model to date, extending the K2 series into agentic, long-horizon reasoning. Built on the trillion-parameter Mixture-of-Experts (MoE) architecture introduced in Kimi K2, it activates 32 billion parameters per forward pass and supports 256 k-token context windows. The model is optimized for persistent step-by-step thought, dynamic tool invocation, and complex reasoning workflows that span hundreds of turns. It interleaves step-by-step reasoning with tool use, enabling autonomous research, coding, and writing that can persist for hundreds of sequential actions without drift. It sets new open-source benchmarks on HLE, BrowseComp, SWE-Multilingual, and LiveCodeBench, while maintaining stable multi-agent behavior through 200–300 tool calls. Built on a large-scale MoE architecture with MuonClip optimization, it combines strong reasoning depth with high inference efficiency for demanding agentic and analytical tasks.

Input / output, from
$0.57 / $2.30 per 1M
Weekly tokens / requests
214.9K / 72
Context
262K tokens
Released
Sep 5, 2025
Agent setup

Paste into Claude Code, Cursor, or Codex

Help me set up the Respan gateway: fetch and follow https://www.respan.ai/docs/agent-setup.md. Use model "kimi-k2-0905".

Read docs

Providers

4 providers, cheapest first, priced per 1M tokens after gateway discounts.

ProviderInputOutput
IO.netionet/moonshotai/Kimi-K2-Instruct-0905
$0.57/M$2.30/M
Featherlessfeatherless_ai/moonshotai/Kimi-K2-Instruct-0905
$0.60/M$2.50/M
Novitanovita/moonshotai/kimi-k2-0905
$0.60/M$2.50/M
OpenRouteropenrouter/moonshotai/kimi-k2-0905
$0.60/M$2.50/M

Is a provider down? OpenRouter status

Pricing

Averaged across 4 providers, in USD per 1M tokens after gateway discounts.

Average input
$0.59 per 1M
Average output
$2.45 per 1M
Average cache read
$0.34 per 1M

Cost by volume

Total cost from 0 to 1T tokens on the cheapest and most expensive provider.

Highest$0.60/MFeatherless, Novita, and OpenRouterLowest$0.57/MIO.net

Throughput and latency

30-day averages from requests through the Respan gateway. Under each figure, every model on the gateway by its average, this one in blue.

Output speed

Higher is better

15tokens/sbest, on Novita

Faster than 17% of the other 485 models on the gateway
  • Novita15 tok/s
  • OpenRouter13 tok/s
  • IO.net13 tok/s

Response latency

Lower is better

1.1sbest, on Novita

Faster than 64% of the other 501 models on the gateway
  • Novita1.1 s
  • IO.net1.6 s
  • OpenRouter1.8 s

Benchmarks

6 published scores from 2 sources, each linked to where it was published.

Published scores

BenchmarkScore
SWE-Bench verifiedhuggingface.co69.2%
SWE-Devhuggingface.co66.6%
SWE-Bench Multilingualhuggingface.co55.9%
Terminal-Bench (Terminus-2)huggingface.co44.5%
WeirdMLHåvard Tveit Ihle36.7%
Multi-SWE-Benchhuggingface.co33.5%

Apps

Use Kimi K2 0905 in the tools you already run. Each guide points the app at the Respan gateway.

Setup guides for more apps are in the integration docs.

Kimi K2 0905 FAQ

Short answers, built from the data on this page.

Certified where it counts.

Built to meet the security and privacy standards that enterprise and healthcare teams require.

ISO 27001

The internationally recognized standard for information security management.

SOC 2

Secure, compliant management of your data across all of our systems.

GDPR

Operated under GDPR, the world's strictest standard for data privacy.

HIPAA

HIPAA compliant, with a BAA available for healthcare teams.

Works with your entire stack

Use Respan with your favorite frameworks and tools.

AnthropicAI21 LabsxAIVercel AI SDK
LangChainOpenRouterAssemblyAICursor
LiteLLMGroqBasetenMem0
CohereCogneeLlamaIndexFireworks
DeepSeekLinkupHaystackTogether AI
PerplexityInference.netPostHogRubyLLM
SlackMastraAzure OpenAIMistral
AWS BedrockMoonshotHyperspellBAML
ModaInstructorGoogle GeminiParasail
ReductoZapierAgnoNebius
OpenAINovita AIReplicateSuperagent

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