LLM Reference

Grok 4.20 Multi-Agent vs Kimi K2.5

Grok 4.20 Multi-Agent (2026) and Kimi K2.5 (2026) compare a standalone API model against a coding-specialized model. Grok 4.20 Multi-Agent ships a 2m-token context window, while Kimi K2.5 ships a 256k-token context window. On pricing, Grok 4.20 Multi-Agent ranges from $1.25 to $2.50/1M input tokens by tier; Kimi K2.5 costs $0.44/1M input tokens. 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 Multi-Agent is standalone API model, while Kimi K2.5 is coding-specialized model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalGrok 4.20 Multi-AgentKimi K2.5
Product typeStandalone API modelCoding-specialized model
Best forreasoning-heavy apps, multimodal apps, and tool-calling agentscustom coding agents, code generation, and tool loops
Decision fitRAG, Agents, and Long contextCoding, RAG, and Agents
Context window2m256k
Cheapest output$2.50/1M tokens$2/1M tokens
Provider routes3 tracked10 tracked
Shared benchmarks0 rows0 rows

Decision tradeoffs

Choose Grok 4.20 Multi-Agent when...
  • Grok 4.20 Multi-Agent has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Grok 4.20 Multi-Agent uniquely exposes Reasoning and Tool use in local model data.
  • Local decision data tags Grok 4.20 Multi-Agent for RAG, Agents, and Long context.
Choose Kimi K2.5 when...
  • Kimi K2.5 has the lower cheapest tracked output price at $2/1M tokens.
  • Kimi K2.5 has broader tracked provider coverage for fallback and procurement flexibility.
  • Local decision data tags Kimi K2.5 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 K2.5

Grok 4.20 Multi-Agent

$1,625

Cheapest tracked route/tier: xAI Console

Kimi K2.5

$852

Cheapest tracked route/tier: OpenRouter

Estimated monthly gap: $773. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Grok 4.20 Multi-Agent -> Kimi K2.5
  • Provider overlap exists on OpenRouter and Vercel AI Gateway; start route-level A/B tests there.
  • Kimi K2.5 is $0.50/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • Check replacement coverage for Reasoning and Tool use before moving production traffic.
Kimi K2.5 -> Grok 4.20 Multi-Agent
  • Provider overlap exists on OpenRouter and Vercel AI Gateway; start route-level A/B tests there.
  • Grok 4.20 Multi-Agent is $0.50/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Grok 4.20 Multi-Agent adds Reasoning and Tool use in local capability data.

Specs

Specification
Released2026-03-102026-03-15
Context window2m256k
Parameters1T (MoE, 384 experts)
Architecture-mixture of experts
LicenseProprietaryProprietary
OpennessProprietaryProprietary
Commercial useCommercial use with conditionsCommercial use with conditions
Knowledge cutoff2024-11-

Pricing and availability

Pricing attributeGrok 4.20 Multi-AgentKimi K2.5
Input price
0-200,001t
$1.25/1M tokens
200,001t+
$2.50/1M tokens
$0.44/1M tokens
Output price
0-200,001t
$2.50/1M tokens
200,001t+
$5/1M tokens
$2/1M tokens
Providers

Capabilities

CapabilityGrok 4.20 Multi-AgentKimi K2.5
VisionYesYes
MultimodalYesYes
ReasoningYesNo
Function callingYesYes
Tool useYesNo
Structured outputsYesYes
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark rows are currently sourced for this pair.

Deep dive

The capability footprint differs most on reasoning mode: Grok 4.20 Multi-Agent and tool use: Grok 4.20 Multi-Agent. Both models share vision, multimodal input, function calling, and structured outputs, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.

For cost, Grok 4.20 Multi-Agent lists tiered pricing: 0-200,001t is $1.25/1M input and $2.50/1M output; 200,001t+ is $2.50/1M input and $5/1M output, while Kimi K2.5 lists $0.44/1M input and $2/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Kimi K2.5 lower by about $0.72 per million blended tokens. For tiered rows, this cheapest-track view can understate interactive or fast-lane spend, so compare the tier you will actually use. Availability is 3 providers versus 10, so concentration risk also matters.

Choose Grok 4.20 Multi-Agent when reasoning depth and larger context windows are central to the workload. Choose Kimi K2.5 when coding workflow support, lower input-token cost, and broader provider choice are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship.

FAQ

Which has a larger context window, Grok 4.20 Multi-Agent or Kimi K2.5?

Grok 4.20 Multi-Agent supports 2m tokens, while Kimi K2.5 supports 256k tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.

Which is cheaper, Grok 4.20 Multi-Agent or Kimi K2.5?

Grok 4.20 Multi-Agent lists tiered pricing: 0-200,001t is $1.25/1M input and $2.50/1M output; 200,001t+ is $2.50/1M input and $5/1M output. Kimi K2.5 lists $0.44/1M input and $2/1M output tokens on the cheapest tracked provider. Compare the tier you will actually use; cheap async pricing can overstate savings for interactive workflows. Provider discounts or batch pricing can still change the final bill.

Is Grok 4.20 Multi-Agent or Kimi K2.5 open source?

Grok 4.20 Multi-Agent is listed under Proprietary. Kimi K2.5 is listed under Proprietary. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.

Which is better for vision, Grok 4.20 Multi-Agent or Kimi K2.5?

Both Grok 4.20 Multi-Agent and Kimi K2.5 expose vision. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.

Which is better for multimodal input, Grok 4.20 Multi-Agent or Kimi K2.5?

Both Grok 4.20 Multi-Agent and Kimi K2.5 expose multimodal input. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.

Where can I run Grok 4.20 Multi-Agent and Kimi K2.5?

Grok 4.20 Multi-Agent is available on OpenRouter, xAI Console, and Vercel AI Gateway. Kimi K2.5 is available on Cloudflare Workers AI, Fireworks AI, OpenRouter, Together AI, and NVIDIA NIM. Provider coverage can affect latency, region availability, compliance posture, and fallback options.

Continue comparing

Last reviewed: 2026-06-04. Data sourced from public model cards and provider documentation.