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Beam 1.0 vs Nova Lite

Beam 1.0 leads the LLM Stats Score 44.6 to 7.1. Nova Lite is 5.7x cheaper per token.

Reflection AI · Amazon · Updated for 2026

Which is better?

Beam 1.0 leads the overall LLM Stats Score 44.6 to 7.1, ranking #46 overall.

In the 1 individual benchmarks reported for both models, Beam 1.0 wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Nova Lite is roughly 5.7x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Beam 1.0 also accepts a larger context window (1,048,576 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 Beam 1.0

  • overall performance matters — it scores 44.6 and ranks #46 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

Choose Nova Lite

  • cost matters — it's about 5.7x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
44.6
#46
7.1
#313
45.5
#37
6.6
#310
33.7
#39
5.5
#220
28.8
#53
4.8
#172
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$0.40 / M
$0.06 / M
Output price
$1.20 / M
$0.24 / M
Context window
1,048,576
300,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Beam 1.0
Nova Lite
35.1#45
13.6#237
15.9#105
1.7#189
29.5#5
2.0#117
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

22 reported for Beam 1.0 · 27 for Nova Lite

1 shared

Beam 1.0 outperforms in 1 benchmarks (GPQA), while Nova Lite is better at 0 benchmarks.

Beam 1.0 significantly outperforms across most benchmarks.

Fri Oct 23 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Nova Lite costs less

For input processing, Beam 1.0 ($0.40/1M tokens) is 6.7x more expensive than Nova Lite ($0.06/1M tokens).

For output processing, Beam 1.0 ($1.20/1M tokens) is 5.0x more expensive than Nova Lite ($0.24/1M tokens).

In conclusion, Beam 1.0 is more expensive than Nova Lite.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Fri Oct 23 2026 • llm-stats.com
Reflection AI
Beam 1.0
Input tokens$0.40
Output tokens$1.20
Best providerTogether
Amazon
Nova Lite
Input tokens$0.06
Output tokens$0.24
Best providerAWS Bedrock
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Beam 1.0 accepts 1,048,576 input tokens compared to Nova Lite's 300,000 tokens. Beam 1.0 can generate longer responses up to 131,072 tokens, while Nova Lite is limited to 2,048 tokens.

Reflection AI
Beam 1.0
Input1,048,576 tokens
Output131,072 tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Fri Oct 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Nova Lite supports multimodal inputs, whereas Beam 1.0 does not.

Nova Lite can handle both text and other forms of data like images, making it suitable for multimodal applications.

Beam 1.0

Text
Images
Audio
Video

Nova Lite

Text
Images
Audio
Video

License

Usage and distribution terms

Beam 1.0 is licensed under Apache 2.0, while Nova Lite uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

Beam 1.0

Apache 2.0

Open weights

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Beam 1.0 was released on 2026-10-16, while Nova Lite was released on 2024-11-20.

Beam 1.0 is 23 months newer than Nova Lite.

Beam 1.0

Oct 16, 2026

4 days ago

1.9yr newer
Nova Lite

Nov 20, 2024

1.9 years ago

Knowledge Cutoff

When training data ends

Beam 1.0 has a documented knowledge cutoff of 2026-06-30, while Nova Lite's cutoff date is not specified.

We can confirm Beam 1.0's training data extends to 2026-06-30, but cannot make a direct comparison without Nova Lite's cutoff date.

Beam 1.0

Jun 2026

Nova Lite

—

Provider Availability

Beam 1.0 is available from Together, Reflection AI. Nova Lite is available from Bedrock.

Beam 1.0

together logo
Together
Input Price:Input: $0.40/1MOutput Price:Output: $1.20/1M
reflection logo
Unknown Organization

Nova Lite

bedrock logo
AWS Bedrock
Input Price:Input: $0.06/1MOutput Price:Output: $0.24/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Beam 1.0 and Nova Lite side-by-side, then vote on the output you prefer.

Beam 1.0
✓ Preferred
Nova Lite
Open in Playground

FAQ

Common questions about Beam 1.0 vs Nova Lite.

Which is better, Beam 1.0 or Nova Lite?

Beam 1.0 leads the LLM Stats Score 44.6 to 7.1. Beam 1.0 is made by Reflection AI and Nova Lite is made by Amazon. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Beam 1.0 compare to Nova Lite in benchmarks?

Beam 1.0 scores AIME 2026: 97.7%, GPQA: 90.6%, LiveCodeBench: 88.3%, SWE-Bench Verified: 81.6%, MCP Atlas: 80.8%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.

Is Beam 1.0 cheaper than Nova Lite?

Nova Lite is 6.7x cheaper for input tokens. Beam 1.0 costs $0.40/M input and $1.20/M output via together. Nova Lite costs $0.06/M input and $0.24/M output via bedrock.

What are the context window sizes for Beam 1.0 and Nova Lite?

Beam 1.0 supports 1.0M tokens and Nova Lite supports 300K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Beam 1.0 and Nova Lite?

Key differences include LLM Stats Score (44.6 vs 7.1), context window (1.0M vs 300K), input pricing ($0.40 vs $0.06/M), multimodal support (no vs yes), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Beam 1.0 and Nova Lite?

Beam 1.0 is developed by Reflection AI and Nova Lite is developed by Amazon.