LLM Reference

Claude Opus 4.5 vs o3

Claude Opus 4.5 (2025) and o3 (2025) are frontier-tier reasoning models from Anthropic and OpenAI. Claude Opus 4.5 ships a 200k-token context window, while o3 ships a 200k-token context window. On SWE-bench Verified, Claude Opus 4.5 leads by 9.2 pts. On pricing, o3 costs $2/1M input tokens versus $5/1M for the alternative. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.

o3 is ~150% cheaper at $2/1M; pay for Claude Opus 4.5 only for coding workflow support.

Decision scorecard

Local evidence first
SignalClaude Opus 4.5o3
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 window200k200k
Cheapest output$25/1M tokens$8/1M tokens
Provider routes6 tracked3 tracked
Shared benchmarksSWE-bench Verified leader6 rows

Decision tradeoffs

Choose Claude Opus 4.5 when...
  • Claude Opus 4.5 holds a shared-benchmark lead on SWE-bench Verified, ahead by 9.2 points.
  • Claude Opus 4.5 has broader tracked provider coverage for fallback and procurement flexibility.
  • Local decision data tags Claude Opus 4.5 for Coding, RAG, and Agents.
Choose o3 when...
  • o3 holds a shared-benchmark lead on Google-Proof Q&A, ahead by 0.7 points.
  • o3 has the lower cheapest tracked output price at $8/1M tokens.
  • Local decision data tags o3 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 o3

Claude Opus 4.5

$10,250

Cheapest tracked route/tier: Microsoft Foundry

o3

$3,600

Cheapest tracked route/tier: OpenAI API

Estimated monthly gap: $6,650. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Claude Opus 4.5 -> o3
  • Provider overlap exists on OpenRouter and Vercel AI Gateway; start route-level A/B tests there.
  • o3 is $17/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
o3 -> Claude Opus 4.5
  • Provider overlap exists on OpenRouter and Vercel AI Gateway; start route-level A/B tests there.
  • Claude Opus 4.5 is $17/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.

Specs

Specification
Released2025-11-012025-04-16
Context window200k200k
Parameters
Architecturedecoder onlydecoder only
LicenseProprietaryProprietary
OpennessProprietaryProprietary
Commercial useCommercial use with conditionsCommercial use with conditions
Knowledge cutoff2025-122024-06

Pricing and availability

Pricing attributeClaude Opus 4.5o3
Input price$5/1M tokens$2/1M tokens
Output price$25/1M tokens$8/1M tokens
Providers

Capabilities

CapabilityClaude Opus 4.5o3
VisionYesYes
MultimodalYesYes
ReasoningYesYes
Function callingYesYes
Tool useYesYes
Structured outputsYesYes
Code executionYesYes
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

BenchmarkClaude Opus 4.5o3
SWE-bench Verified80.971.7
Google-Proof Q&A87.087.7
Massive Multi-discipline Multimodal Understanding80.782.9
Chatbot Arena1466.01412.0
Aider Polyglot72.081.3
MMMU Pro73.976.4

Deep dive

On shared benchmark coverage, SWE-bench Verified has Claude Opus 4.5 at 80.9 and o3 at 71.7, with Claude Opus 4.5 ahead by 9.2 points; Google-Proof Q&A has Claude Opus 4.5 at 87 and o3 at 87.7, with o3 ahead by 0.7 points; Massive Multi-discipline Multimodal Understanding has Claude Opus 4.5 at 80.7 and o3 at 82.9, with o3 ahead by 2.2 points. The largest visible gap is 9.2 points on SWE-bench Verified, which matters most when that benchmark mirrors your workload. Treat isolated benchmark wins as directional, because provider routing, prompt style, and tool access can move real application results.

The capability footprint is close: both models cover vision, multimodal input, reasoning mode, function calling, and tool use. That makes context budget, benchmark fit, and provider maturity more important than a simple checklist. If your application depends on one integration detail, verify it against the provider route you plan to use, not just the base model listing.

For cost, Claude Opus 4.5 lists $5/1M input and $25/1M output tokens on the cheapest tracked provider, while o3 lists $2/1M input and $8/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts o3 lower by about $7.20 per million blended tokens. Availability is 6 providers versus 3, so concentration risk also matters.

Choose Claude Opus 4.5 when coding workflow support and broader provider choice are central to the workload. Choose o3 when coding workflow support and lower input-token cost 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, Claude Opus 4.5 or o3?

Claude Opus 4.5 supports 200k tokens, while o3 supports 200k tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.

Which is cheaper, Claude Opus 4.5 or o3?

o3 is cheaper on tracked token pricing. Claude Opus 4.5 costs $5/1M input and $25/1M output tokens. o3 costs $2/1M input and $8/1M output tokens. Provider discounts or batch pricing can still change the final bill.

Is Claude Opus 4.5 or o3 open source?

Claude Opus 4.5 is listed under Proprietary. o3 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, Claude Opus 4.5 or o3?

Both Claude Opus 4.5 and o3 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, Claude Opus 4.5 or o3?

Both Claude Opus 4.5 and o3 expose multimodal input. 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.

Where can I run Claude Opus 4.5 and o3?

Claude Opus 4.5 is available on Microsoft Foundry, Anthropic, GCP Vertex AI, AWS Bedrock, and OpenRouter. o3 is available on OpenAI API, OpenRouter, and Vercel AI Gateway. Provider coverage can affect latency, region availability, compliance posture, and fallback options.

Continue comparing

Last reviewed: 2026-06-08. Data sourced from public model cards and provider documentation.