LLM Reference

Grok 4.20 vs Kimi K2.6

Grok 4.20 (2026) and Kimi K2.6 (2026) compare a standalone API model against a coding-specialized model. Grok 4.20 ships a 1m-token context window, while Kimi K2.6 ships a 262k-token context window. On SWE-bench Verified, Kimi K2.6 leads by 3.5 pts. On pricing, Kimi K2.6 costs $0.73/1M input tokens versus $1.25/1M for the alternative. This page treats the result as workflow and deployment fit, not a universal model winner.

Treat this as a product-type comparison: Grok 4.20 is standalone API model, while Kimi K2.6 is coding-specialized model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalGrok 4.20Kimi K2.6
Product typeStandalone API modelCoding-specialized model
Best forreasoning-heavy apps, multimodal apps, and tool-calling agentscustom coding agents, code generation, and tool loops
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window1m262k
Cheapest output$2.50/1M tokens$3.49/1M tokens
Provider routes2 tracked9 tracked
Shared benchmarks3 sharedSWE-bench Verified leader

Decision tradeoffs

Choose Grok 4.20 when...
  • Grok 4.20 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Grok 4.20 has the lower cheapest tracked output price at $2.50/1M tokens.
  • Local decision data tags Grok 4.20 for Coding, RAG, and Agents.
Choose Kimi K2.6 when...
  • Kimi K2.6 holds a shared-benchmark lead on SWE-bench Verified, ahead by 3.5 points.
  • Kimi K2.6 has broader tracked provider coverage for fallback and route flexibility.
  • Local decision data tags Kimi K2.6 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 K2.6

Grok 4.20

$1,625

Cheapest tracked route/tier: xAI Console

Kimi K2.6

$1,457

Cheapest tracked route/tier: OpenRouter

Estimated monthly gap: $169. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Grok 4.20 -> Kimi K2.6
  • Provider overlap exists on OpenRouter; start route-level A/B tests there.
  • Kimi K2.6 is $0.99/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
Kimi K2.6 -> Grok 4.20
  • Provider overlap exists on OpenRouter; start route-level A/B tests there.
  • Grok 4.20 is $0.99/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.

Specs

Specification
Released2026-02-172026-04-20
Context window1m262k
Parameters1T
Architecture-Mixture of Experts
LicenseProprietaryMITOSI-approved
OpennessProprietaryOpen source
WeightsNot releasedAvailable·Moonshot Modified MIT License
CodeUnknownAvailable·Moonshot Modified MIT License
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff2024-112025-04

Pricing and availability

Pricing attributeGrok 4.20Kimi K2.6
Input price$1.25/1M tokens$0.73/1M tokens
Output price$2.50/1M tokens$3.49/1M tokens
Providers

Capabilities

CapabilityGrok 4.20Kimi K2.6
VisionYesYes
MultimodalYesYes
ReasoningYesYes
JSON / Tool useYesYes
Structured outputsYesYes
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

BenchmarkGrok 4.20Kimi K2.6
SWE-bench Verified76.780.2
Google-Proof Q&A88.090.5
Humanity's Last Exam32.234.7

Continue comparing

Last reviewed: 2026-07-10. Data sourced from public model cards and provider documentation.