LLM Reference

Claude Opus 4.8 vs Claude Opus 5

Claude Opus 5 is Anthropic's July 2026 successor to Claude Opus 4.8, but this is an upgrade decision rather than a simple price-tier change. Both models keep a 1M-token context window, 128K synchronous output, $5 per million input / $25 per million output standard Claude API pricing, and the same five effort levels. The API behavior changes because Opus 5 uses adaptive thinking by default, while Opus 4.8 requests run without thinking unless callers enable adaptive thinking; Opus 4.8 remains a valid, non-deprecated route for workloads already calibrated to its behavior.

Choose Claude Opus 5 for new complex agentic coding and enterprise work, or when Anthropic's migration guidance and default adaptive-thinking behavior justify revalidation. Keep Opus 4.8 during a controlled migration when production prompts, safeguards, latency, or provider behavior are already qualified. Base price, headline context limits, and available effort levels do not decide this pair because they are the same; test the exact thinking mode, effort setting, and provider route that you plan to ship.

Decision scorecard

Local evidence first
SignalClaude Opus 4.8Claude Opus 5
Best forreasoning-heavy apps, multimodal apps, and tool-calling agentsreasoning-heavy apps, multimodal apps, and tool-calling agents
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window1m1m
Cheapest output$25/1M tokens$25/1M tokens
Provider routes6 tracked7 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Claude Opus 4.8 when...
  • Claude Opus 4.8 uniquely exposes Parallel agents in local model data.
  • Local decision data tags Claude Opus 4.8 for Coding, RAG, and Agents.
Choose Claude Opus 5 when...
  • Claude Opus 5 has broader tracked provider coverage for fallback and route flexibility.
  • Local decision data tags Claude Opus 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.

Same estimate Tie

Claude Opus 4.8

$10,250

Cheapest tracked route/tier: Anthropic

Claude Opus 5

$10,250

Cheapest tracked route/tier: Anthropic

Estimated monthly gap: $0.00. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Claude Opus 4.8 -> Claude Opus 5
  • Provider overlap exists on Anthropic, AWS Bedrock, and GCP Vertex AI; start route-level A/B tests there.
  • Cheapest tracked output pricing is tied, so migration risk shifts to quality, latency, and provider packaging.
  • Check replacement coverage for Parallel agents before moving production traffic.
Claude Opus 5 -> Claude Opus 4.8
  • Provider overlap exists on Anthropic, AWS Bedrock, and GCP Vertex AI; start route-level A/B tests there.
  • Cheapest tracked output pricing is tied, so migration risk shifts to quality, latency, and provider packaging.
  • Claude Opus 4.8 adds Parallel agents in local capability data.

Specs

Specification
Released2026-05-282026-07-24
Context window1m1m
Parameters
ArchitectureDecoder OnlyDecoder Only
LicenseProprietaryProprietary
OpennessProprietaryProprietary
WeightsNot releasedNot released
CodeNot releasedNot released
Commercial useCommercial use: conditionalCommercial use: conditional
Knowledge cutoff2026-012026-05

Pricing and availability

Pricing attributeClaude Opus 4.8Claude Opus 5
Input price$5/1M tokens$5/1M tokens
Output price$25/1M tokens$25/1M tokens
Providers

Capabilities

CapabilityClaude Opus 4.8Claude Opus 5
VisionYesYes
MultimodalYesYes
ReasoningYesYes
JSON / Tool useYesYes
Structured outputsYesYes
Code executionYesYes
IDE integrationNoNo
Computer useYesYes
Parallel agentsYesNo

Benchmarks

No shared benchmark scores are currently available for this pair.

Continue comparing

Last reviewed: 2026-07-26. Data sourced from public model cards and provider documentation.