Skip to contentT/TTokens or Towers

Compare

LeaderboardEvery tracked model, ranked and priced side by sideBenchmarksWhat each test measures and who leads itPricesAPI, media, and hardware rates with a cost calculator

Plan

Stack plannerSix questions to a priced local and hosted stackShortlistOur picks for subscriptions, APIs, and hardwareEnterpriseSeat plans against self-hosting for a whole team

Build

HardwareGPUs and workstations, and which models they fitHostsWhere to rent open-weight inference, and for how muchHarnessesCoding agents and the models they drive

Lab

FindingsResults from our own evaluationsScanAudit a repo’s AI usage in the browserMethodWhere the numbers come from and how we check them
Data checked September 25, 2026
Data checked September 25, 2026
Plan a stack
T/TTokens or Towers

An independent guide to AI models, what they cost, and the hardware to run them. No account, no API key, no sponsors.

Compare

  • Leaderboard
  • Benchmarks
  • Prices

Plan

  • Stack planner
  • Shortlist
  • Enterprise

Build

  • Hardware
  • Hosts
  • Harnesses

Lab

  • Findings
  • Scan
  • Method
Data checked September 25, 2026 · Every number links to its sourceRSS · Source on GitHub
Leaderboard/Amazon
Amazon

Amazon · Nova 2

Amazon Nova 2 Pro (Preview)

Closed weightsPreviewproprietary

Amazon's most capable Nova 2 reasoning model, still in preview on Bedrock; AA scores it with medium reasoning effort.

AA Intelligence
14.2#80 of 142
Input / output per 1M
$1.25/ $10.00
Output speed
115tok/s
Context window
256K tokens

Composite indexes

  • Artificial Analysis Intelligence Index#80 of 142
    14independentIntelligence Index v4.3; medium reasoning; estimatedArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: Claude Opus 5.5 at 58

Coding

  • Terminal-Bench 2.x#76 of 103
    29.6%independentTerminal-Bench 2.1; medium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: Claude Fable 5.1 at 91.4%

  • LiveCodeBench#20 of 56
    73%independentmedium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: Fugu at 92.9%

Agents and tool use

  • τ²-Bench#16 of 88
    92.7%independenttelecom; medium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: GLM-5.2 at 99.1%

  • GDPval-AA#80 of 103
    456independentmedium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: Claude Opus 5.5 at 1846

Reasoning and knowledge

  • GPQA Diamond#74 of 142
    78.5%independentmedium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: GPT-6 Astra at 96.1%

  • Humanity’s Last Exam#108 of 147
    9.4%independentno tools; medium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: Claude Opus 5.5 at 61.4%

  • CritPt#115 of 139
    0%independentmedium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: GPT-5.6 Sol at 32.3%

Vision and long context

  • AA Long Context Reasoning#81 of 139
    64%independentmedium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: Kimi K3 at 88.7%

  • MMMU-Pro#51 of 72
    64.5%independentmedium reasoningArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

    Leader: Claude Opus 5.5 at 87.7%

Other published results

ResultScoreReported bySource
aime-2025 · AIME 2025; medium reasoning89%independentArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗
Terminal-Bench Hard (AA) · medium reasoning24.2%independentArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗
IFBench · medium reasoning79%independentArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗
AA-Omniscience Index · medium reasoning-49 indexindependentArtificial Analysis: Nova 2.0 Pro Preview (medium) ↗

Specs

Released
November 27, 2025
Parameters
Undisclosed
Size class
Undisclosed
Input
text, image, video, audio
Output
text
Context
256K tokens
Max output
Not published
Blended 70/30
$3.875 / 1M
First token
16.08s
  • Price: Amazon Nova pricing (Bedrock) ↗ Bedrock global cross-Region inference, Standard tier; cache reads are 75% below input price. Still labeled Preview on the pricing page.
  • Speed: Artificial Analysis leaderboard (Nova 2.0 Pro Preview (medium), median across providers or first-party as shown) ↗

Will it fit your budget?

The planner prices this model against local hardware and other APIs for your workload.

Plan a stack →

Compare with

  • GoogleGemma 4 12B14.2
  • MistralMistral Medium 3.514.2
  • BaiduERNIE 5.0 Thinking Preview14.3
  • AmazonAmazon Nova 2 Omni (Preview)13.6