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Nova Lite vs Parse

Comparing Nova Lite and Parse across benchmarks, pricing, and capabilities.

Amazon · Cohere · Updated for 2026

Which is better?

Nova Lite and Parse trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

Nova Lite also accepts a larger context window (300,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Nova Lite

  • you process long inputs — it offers a 300,000 token context window

Choose Parse

  • you want the most recent training data — it shipped Aug 2026

At a glance

The differences that matter most.

Nova Lite
Amazon
Parse
Cohere
Benchmark wins
—
—
Input price
$0.06 / M
— / M
Output price
$0.24 / M
— / M
Context window
300,000
8,192

Individual benchmarks

27 reported for Nova Lite · 1 for Parse

No common benchmarks found

Nova Lite and Parsedon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Nova Lite accepts 300,000 input tokens compared to Parse's 8,192 tokens. Only Nova Lite specifies output context (2,048 tokens).

Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Cohere
Parse
Input8,192 tokens
Output- tokens
Mon Aug 31 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Nova Lite and Parse support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Nova Lite

Text
Images
Audio
Video

Parse

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Nova Lite

Proprietary

Closed source

Parse

Proprietary

Closed source

Release Timeline

When each model was launched

Nova Lite was released on 2024-11-20, while Parse was released on 2026-08-27.

Parse is 22 months newer than Nova Lite.

Nova Lite

Nov 20, 2024

1.8 years ago

Parse

Aug 27, 2026

4 days ago

1.8yr newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Nova Lite is available from Bedrock. Parse is available from Azure, Cohere.

Nova Lite

bedrock logo
AWS Bedrock
Input Price:Input: $0.06/1MOutput Price:Output: $0.24/1M

Parse

azure logo
Azure
cohere logo
Cohere
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Nova Lite and Parse side-by-side, then vote on the output you prefer.

Nova Lite
✓ Preferred
Parse
Open in Playground

FAQ

Common questions about Nova Lite vs Parse.

Which is better, Nova Lite or Parse?

Nova Lite (Amazon) and Parse (Cohere) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Nova Lite compare to Parse in benchmarks?

Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%. Parse scores ParseBench: 79.2%.

What are the context window sizes for Nova Lite and Parse?

Nova Lite supports 300K tokens and Parse supports 8K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Nova Lite and Parse?

Key differences include context window (300K vs 8K). See the full comparison above for benchmark-by-benchmark results.

Who makes Nova Lite and Parse?

Nova Lite is developed by Amazon and Parse is developed by Cohere.

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