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LFM3-1.7B vs Nova Lite

LFM3-1.7B leads the LLM Stats Score 25.0 to 7.1.

Liquid AI · Amazon · Updated for 2026

Which is better?

LFM3-1.7B leads the overall LLM Stats Score 25.0 to 7.1, ranking #192 overall.

In the 2 individual benchmarks reported for both models, LFM3-1.7B wins 2; this is a narrower head-to-head signal than the composite indexes.

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

Choose LFM3-1.7B

  • overall performance matters — it scores 25.0 and ranks #192 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • 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

  • you want predictable pricing at $0.06/M input and $0.24/M output

At a glance

The differences that matter most.

Core performance indexes
25.0
#192
7.1
#326
20.8
#216
6.5
#323
7.4
#218
5.5
#230
18.1
#97
4.8
#181
Cost, coverage & limits
Benchmark wins
2 of 2
0 of 2
Input price
— / M
$0.06 / M
Output price
— / M
$0.24 / M
Context window
—
300,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
LFM3-1.7B
Nova Lite
7.6#285
13.5#245
5.1#112
1.6#122
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

20 reported for LFM3-1.7B · 27 for Nova Lite

2 shared

LFM3-1.7B outperforms in 2 benchmarks (GPQA, IFEval), while Nova Lite is better at 0 benchmarks.

LFM3-1.7B significantly outperforms across most benchmarks.

Mon Nov 02 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Nova Lite specifies input context (300,000 tokens). Only Nova Lite specifies output context (2,048 tokens).

Liquid AI
LFM3-1.7B
Input- tokens
Output- tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Mon Nov 02 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Nova Lite supports multimodal inputs, whereas LFM3-1.7B does not.

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

LFM3-1.7B

Text
Images
Audio
Video

Nova Lite

Text
Images
Audio
Video

License

Usage and distribution terms

LFM3-1.7B is licensed under LFM Open License v1.0, while Nova Lite uses a proprietary license.

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

LFM3-1.7B

LFM Open License v1.0

Open weights

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

LFM3-1.7B was released on 2026-10-27, while Nova Lite was released on 2024-11-20.

LFM3-1.7B is 24 months newer than Nova Lite.

LFM3-1.7B

Oct 27, 2026

4 days ago

1.9yr newer
Nova Lite

Nov 20, 2024

1.9 years ago

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

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against LFM3-1.7B and Nova Lite side-by-side, then vote on the output you prefer.

LFM3-1.7B
✓ Preferred
Nova Lite
Open in Playground

FAQ

Common questions about LFM3-1.7B vs Nova Lite.

Which is better, LFM3-1.7B or Nova Lite?

LFM3-1.7B leads the LLM Stats Score 25.0 to 7.1. LFM3-1.7B is made by Liquid 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 LFM3-1.7B compare to Nova Lite in benchmarks?

LFM3-1.7B scores IFEval: 96.7%, Multi-IF: 89.1%, LiveCodeBench v6: 73.5%, IFBench: 73.0%, BFCL-V4: 71.4%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.

What are the context window sizes for LFM3-1.7B and Nova Lite?

LFM3-1.7B supports an unknown number of 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 LFM3-1.7B and Nova Lite?

Key differences include LLM Stats Score (25.0 vs 7.1), multimodal support (no vs yes), licensing (LFM Open License v1.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes LFM3-1.7B and Nova Lite?

LFM3-1.7B is developed by Liquid AI and Nova Lite is developed by Amazon.