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Claude Opus 4 vs Sonar Large

A complete head-to-head: pricing, context window, benchmarks, modality coverage, and openness, with a programmatic verdict synthesized from the underlying data.

Updated

Claude Opus 4 specs · Sonar Large specs
Verdict by category
  • PriceSonar Large

    Sonar Large is roughly 75.0× cheaper on output tokens ($1.00 vs $75.00 per 1M).

  • Context windowClaude Opus 4

    Claude Opus 4 accepts 200K tokens vs 127K, 1.6× the room for long documents and codebases.

  • BenchmarksTie

    No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores.

  • ModalitiesClaude Opus 4

    Claude Opus 4 supports 2 modalities (text, vision) vs 1 for Sonar Large.

  • OpennessTie

    Both are closed-weight, API-only.

On balance Claude Opus 4 edges ahead, winning 2 of 5 categories against Sonar Large's 1. Sonar Large is roughly 75.0× cheaper on output tokens ($1.00 vs $75.00 per 1M). Claude Opus 4 accepts 200K tokens vs 127K, 1.6× the room for long documents and codebases.

No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores. They differ in modality coverage, Claude Opus 4 handles text, vision while Sonar Large handles text, which can be the deciding factor before you even look at benchmarks. Both are closed-weight, API-only.

Claude Opus 4 is the newer of the two, released 6 months after Sonar Large, which usually means a more recent knowledge cutoff and updated safety post-training. Claude Opus 4 is usually picked for coding llm and coding agent workloads, while Sonar Large sees more deployments in research agent and rag. If pricing matters more than every last benchmark point, run the numbers in the calculator below before committing.

Side-by-side specs

SpecClaude Opus 4Sonar Large
ProviderAnthropicPerplexity
ReleasedMay 2025Nov 2024
Modalitiestext, visiontext
Context window200K tokens127K tokens
Max output,,
Input · 1M$15.00 / 1M tokens$1.00 / 1M tokens
Output · 1M$75.00 / 1M tokens$1.00 / 1M tokens
Knowledge cutoff2025-03,
Open weightsNoNo
API availableYesYes

Pricing at scale

What you'd actually pay at typical workloads. Numbers come from each model's published per-million-token rates.

  • Light usage, 100k in / 50k out per day$158 vs $4.50
  • Heavy usage, 1M in / 500k out per day$1,575 vs $45.00
  • RAG workload, 5M in / 200k out per day$2,700 vs $156

Light usage, 100k in / 50k out per day: $158 vs $4.50 per month, model B comes out ahead. Heavy usage, 1M in / 500k out per day: $1,575 vs $45.00 per month, model B comes out ahead. RAG workload, 5M in / 200k out per day: $2,700 vs $156 per month, model B comes out ahead.

Price calculator

Estimated spend for the listed models at your usage. Numbers are derived from each model's published per-million-token rates.

  • Claude Opus 4$5.25
  • Sonar Large$0.150

Benchmarks compared

Only sourced numbers. Where a benchmark is missing for one model we show the available value rather than fabricating the other.

Claude Opus 4Sonar Large
  • HumanEval95.0
  • SWE-bench Verified72.5
Pick Claude Opus 4 if

Claude Opus 4 fits when…

  • Set the SWE-bench bar at launch
  • Excellent for writing and code
  • Strong long-context handling
  • Long-context tasks, handles 200K tokens vs 127K for Sonar Large.
  • Multimodal needs covering vision.
Pick Sonar Large if

Sonar Large fits when…

  • Web-search grounded
  • Citation-first output
  • Cheap
  • Cost-sensitive workloads, 75.0× cheaper than Claude Opus 4 on output tokens.
Don't want either?

Consider Claude Opus 4.7

Anthropic's mid-2026 flagship, ahead on SWE-bench, agent reliability, and writing quality.

See Claude Opus 4.7 specsClaude Opus 4 vs Claude Opus 4.7Sonar Large vs Claude Opus 4.7

Frequently asked

  • Is Claude Opus 4 or Sonar Large cheaper?
    Sonar Large is cheaper at $1.00 / 1M tokens per million output tokens, vs $75.00 / 1M tokens for Claude Opus 4.
  • Which has the larger context window?
    Claude Opus 4 accepts 200K tokens vs 127K for Sonar Large.
  • Is Claude Opus 4 or Sonar Large better for coding?
    Both Claude Opus 4 and Sonar Large are competitive on coding benchmarks. See each model's individual spec page for HumanEval and SWE-bench scores where published. For an opinionated pick, consult our Best LLM for Coding ranking.
  • Are either of these models open source?
    Neither model ships open weights, both are accessible only via their respective providers' APIs.
  • When were Claude Opus 4 and Sonar Large released?
    Claude Opus 4 was released by Anthropic on 2025-05-22. Sonar Large was released by Perplexity on 2024-11-19.
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