BenchLeader

Nova Premier

Nova Premier is an Amazon proprietary model, released 30 Apr 2025. Its best configuration ranks #518 of 785 on the BenchLeader Index at 45.3 ±2.7, in the lower half. The ± is the point: 281 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in multimodal (53) and lowest in agents & tools (40). At $5.00 per million tokens blended it is among the most expensive ranked models. Last measured 24 Nov 2025.stale: no new result in six months

Blended price
$5.00/M
$2.50 in · $12.50 out
Output speed
–
First answer
–
Context
1M
Full answer
–
Cost per run
–
Released
30 Apr 2025
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index45
  2. Reasoning41
  3. Agents & tools40
  4. Maths47
  5. Knowledge46
  6. Instruction following45
  7. Multimodal53
  8. Long context41
  9. Composite40

How its index has moved

9 Sept 2026 to 21 Oct 2026
434649

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Coding

Benchmarknot statedSource
SWE-bench Verified (any scaffold)not in index42.4%#42SWE-bench

Agents & tools

Benchmarknot statedSource
Terminal-Bench Hard6.8%#249Artificial Analysis
τ²-Bench Telecom (AA)not in index38.3%#224Artificial Analysis

Maths

Benchmarknot statedSource
Omni-MATH (HELM)35.0%#37HELM Capabilities

Instruction following

Multimodal

Benchmarknot statedSource
MMMU (validation)68.0%#25MMMU
VTBnot in index2.0%#19Scale AI SEAL

Long context

Benchmarknot statedSource
AA-LCR34.3%#379Artificial Analysis

Composite

What a task costs

Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache at $0.625 per 1M. Reasoning tokens are not modelled.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.0048$0.0042–
Summarize a 30-page report12,000 / 600$0.037$0.021–
Code edit6,000 / 1,500$0.034$0.025–
Agentic coding session60,000 / 4,000$0.200$0.116–
Structured extraction2,000 / 200$0.0075$0.0047–

More from Amazon

New this month

See also

Questions people ask

What are Nova Premier's benchmark scores?
As of 24 Oct 2026, Nova Premier scores 45.3 ±2.7 on the BenchLeader Index, strongest in multimodal (53) and weakest in agents & tools (40). That rests on 11 independent benchmark results, and every score on this page links to its publisher.
How does Nova Premier rank?
Nova Premier is #518 of 785 ranked configurations on 24 Oct 2026. 281 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.
How much does Nova Premier cost per 1M tokens?
As of 24 Oct 2026, Nova Premier costs $2.50 per 1M input tokens and $12.50 per 1M output tokens, $5.00 blended (three input tokens per output token).
When was Nova Premier released?
Amazon released Nova Premier on 30 Apr 2025.

Data as of 24 Oct 2026. Compare with another model.

Cite as: BenchLeader, “Nova Premier: benchmarks, pricing, speed and rank”, data as of 24 Oct 2026, https://www.benchleader.com/models/nova-premier.