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Amazon Nova Micro 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

Amazon Nova Micro specs · Sonar Large specs
Verdict by category
  • PriceAmazon Nova Micro

    Amazon Nova Micro is roughly 7.1× cheaper on output tokens ($0.14 vs $1.00 per 1M).

  • Context windowAmazon Nova Micro

    Amazon Nova Micro accepts 128K tokens vs 127K, 1.0× 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.

  • ModalitiesTie

    Both handle text.

  • OpennessTie

    Both are closed-weight, API-only.

On balance Amazon Nova Micro edges ahead, winning 2 of 5 categories against Sonar Large's 0. Amazon Nova Micro is roughly 7.1× cheaper on output tokens ($0.14 vs $1.00 per 1M). Amazon Nova Micro accepts 128K tokens vs 127K, 1.0× the room for long documents and codebases.

No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores. Both target the same set of modalities (text), so the deciding factors are price, context, and raw quality. Both are closed-weight, API-only.

Both shipped within roughly a month of each other in 2024, so they share the same generation of training data and tooling. Amazon Nova Micro is usually picked for cheapest llm and fastest llm 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

SpecAmazon Nova MicroSonar Large
ProviderOtherPerplexity
ReleasedDec 2024Nov 2024
Modalitiestexttext
Context window128K tokens127K tokens
Max output,,
Input · 1M$0.035 / 1M tokens$1.00 / 1M tokens
Output · 1M$0.14 / 1M tokens$1.00 / 1M tokens
Knowledge cutoff,,
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$0.315 vs $4.50
  • Heavy usage, 1M in / 500k out per day$3.15 vs $45.00
  • RAG workload, 5M in / 200k out per day$6.09 vs $156

Light usage, 100k in / 50k out per day: $0.315 vs $4.50 per month, model A comes out ahead. Heavy usage, 1M in / 500k out per day: $3.15 vs $45.00 per month, model A comes out ahead. RAG workload, 5M in / 200k out per day: $6.09 vs $156 per month, model A 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.

  • Amazon Nova Micro$0.011
  • 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.

Benchmark scores not yet available. We only publish numbers we can source from official model cards or independent leaderboards, see methodology.
Pick Amazon Nova Micro if

Amazon Nova Micro fits when…

  • Lowest-cost frontier-lab model
  • Native AWS integration
  • Generous 128k context for the price tier
  • Cost-sensitive workloads, 7.1× cheaper than Sonar Large on output tokens.
Pick Sonar Large if

Sonar Large fits when…

  • Web-search grounded
  • Citation-first output
  • Cheap
Don't want either?

Consider DBRX

Databricks' 132B MoE, a notable 2024 open-weight release tuned for enterprise.

See DBRX specsAmazon Nova Micro vs DBRXSonar Large vs DBRX

Frequently asked

  • Is Amazon Nova Micro or Sonar Large cheaper?
    Amazon Nova Micro is cheaper at $0.14 / 1M tokens per million output tokens, vs $1.00 / 1M tokens for Sonar Large.
  • Which has the larger context window?
    Amazon Nova Micro accepts 128K tokens vs 127K for Sonar Large.
  • Is Amazon Nova Micro or Sonar Large better for coding?
    Both Amazon Nova Micro 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 Amazon Nova Micro and Sonar Large released?
    Amazon Nova Micro was released by Other on 2024-12-03. Sonar Large was released by Perplexity on 2024-11-19.
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