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Head-to-head comparison

Nova Pro 1.0 vs LFM2.5-2.6B

Nova Pro 1.0 (Amazon) and LFM2.5-2.6B (Liquid) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 3 September 2026

As of 3 September 2026, LFM2.5-2.6B holds the stronger ModelCap Index position (#183 vs #184); LFM2.5-2.6B is cheaper per output token (Free/1M vs $3.20/1M); and Nova Pro 1.0 offers the longer context window (300K vs 66K tokens).

Which should you choose?

Choose Nova Pro 1.0 if…

  • you need the longer context window — 300K tokens against 66K.

Choose LFM2.5-2.6B if…

  • you want the stronger overall ModelCap Index position — #183 against #184 (14.7 vs 14.6 points).
  • API cost matters — Free/1M output tokens against $3.20/1M.
  • your workload is prompt-heavy — input tokens cost Free/1M against $0.80/1M.
  • you want the more recently listed model — LFM2.5-2.6B was listed 11 August 2026, Nova Pro 1.0 5 December 2024.

Nova Pro 1.0 vs LFM2.5-2.6B: specs, pricing and context

Specification comparison of Nova Pro 1.0 and LFM2.5-2.6B
FieldNova Pro 1.0AmazonLFM2.5-2.6BLiquid
ModelCap Index position#184#183
Index score14.614.7
EvidenceMeasuredMeasured
Input price / 1M tokens$0.80Free
Output price / 1M tokens$3.20Free
Context window300K tokens66K tokens
Max output tokens5K8K
API providers listed11
Weight accessAPI onlyRestricted license
Input modalitiesText, ImageText
First listed5 December 202411 August 2026
PublisherAmazonLiquid

Evidence: 2 public benchmark observations across 2 boards · 1 public benchmark observation across 1 board. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Nova Pro 1.0 vs LFM2.5-2.6B

Public benchmark boards where Nova Pro 1.0 or LFM2.5-2.6B has a published result
BoardNova Pro 1.0LFM2.5-2.6BLeads
Arena codingArena (LMArena)13431334–1352Only one result
BFCL V4UC Berkeley (Gorilla)25.0Function callingOnly one result
AA Intelligence IndexArtificial Analysis11.0intelligence-indexOnly one result
AA Terminal-Bench 2.1Artificial Analysis4.5%terminal-bench-2.1Only one result
AA Humanity's Last ExamArtificial Analysis6.2%humanitys-last-examOnly one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Nova Pro 1.0 vs LFM2.5-2.6B: common questions

Is Nova Pro 1.0 better than LFM2.5-2.6B?

LFM2.5-2.6B ranks higher on the ModelCap Index as of 3 September 2026: #183 against #184. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it.

Is Nova Pro 1.0 cheaper than LFM2.5-2.6B?

LFM2.5-2.6B is cheaper on output tokens: Free/1M against $3.20/1M. Input tokens are $0.80/1M for Nova Pro 1.0 and Free/1M for LFM2.5-2.6B. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens.

Which has the bigger context window, Nova Pro 1.0 or LFM2.5-2.6B?

Nova Pro 1.0 has the larger context window: 300K tokens against 66K.

Which is better for coding, Nova Pro 1.0 or LFM2.5-2.6B?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Nova Pro 1.0 and LFM2.5-2.6B open-weight models?

Nova Pro 1.0: API only. LFM2.5-2.6B: Restricted license. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Nova Pro 1.0 and LFM2.5-2.6B?

ModelCap currently lists 1 API provider for Nova Pro 1.0 and 1 for LFM2.5-2.6B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Nova Pro 1.0 vs LFM2.5-2.6B comparison?

Every figure comes from the sealed ModelCap dataset published 3 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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