LLM Reference

Kimi K2.7-Code vs Kimi K2.7-Code HighSpeed

Kimi K2.7-Code HighSpeed and standard Kimi K2.7-Code are not different quality tiers in the current seed. They share the same 1T-parameter MoE coding model and 262K-token context window; the HighSpeed entry represents a faster serving mode aimed at interactive workloads.

Choose Kimi K2.7-Code HighSpeed when user experience depends on fast streaming or tight interactive loops. Choose standard Kimi K2.7-Code for correctness-sensitive agentic coding, long tool chains, and cost estimates with sourced token pricing, because the HighSpeed row currently lacks separate pricing and benchmark evidence.

Decision scorecard

Local evidence first
SignalKimi K2.7-CodeKimi K2.7-Code HighSpeed
Best forcustom coding agents, code generation, and tool loopscustom coding agents, code generation, and tool loops
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window262k262k
Cheapest output$3.07/1M tokens$8/1M tokens
Provider routes2 tracked1 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Kimi K2.7-Code when...
  • Kimi K2.7-Code has the lower cheapest tracked output price at $3.07/1M tokens.
  • Kimi K2.7-Code has broader tracked provider coverage for fallback and route flexibility.
  • Local decision data tags Kimi K2.7-Code for Coding, RAG, and Agents.
Choose Kimi K2.7-Code HighSpeed when...
  • Local decision data tags Kimi K2.7-Code HighSpeed for Coding, RAG, and Agents.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Lower estimate Kimi K2.7-Code

Kimi K2.7-Code

$1,257

Cheapest tracked route/tier: OpenRouter

Kimi K2.7-Code HighSpeed

$3,520

Cheapest tracked route/tier: Moonshot AI Kimi

Estimated monthly gap: $2,263. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Kimi K2.7-Code -> Kimi K2.7-Code HighSpeed
  • Provider overlap exists on Moonshot AI Kimi; start route-level A/B tests there.
  • Kimi K2.7-Code HighSpeed is $4.93/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
Kimi K2.7-Code HighSpeed -> Kimi K2.7-Code
  • Provider overlap exists on Moonshot AI Kimi; start route-level A/B tests there.
  • Kimi K2.7-Code is $4.93/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.

Specs

Specification
Released2026-06-122026-06-15
Context window262k262k
Parameters1T1T
ArchitectureMixture of ExpertsMixture of Experts
LicenseMITOSI-approvedMITOSI-approved
OpennessOpen sourceOpen source
WeightsAvailableAvailable
CodeUnknownUnknown
Commercial useCommercial use: permittedCommercial use: permitted
Knowledge cutoff--

Pricing and availability

Pricing attributeKimi K2.7-CodeKimi K2.7-Code HighSpeed
Input price$0.61/1M tokens$1.90/1M tokens
Output price$3.07/1M tokens$8/1M tokens
Providers

Capabilities

CapabilityKimi K2.7-CodeKimi K2.7-Code HighSpeed
VisionYesYes
MultimodalYesYes
ReasoningYesYes
JSON / Tool useYesYes
Structured outputsYesYes
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

Continue comparing

Last reviewed: 2026-06-25. Data sourced from public model cards and provider documentation.