Nova 2 Lite vs Inkling
Benchmark Performance
Available Benchmarks
| Benchmark | Nova 2 Lite | Inkling |
|---|---|---|
| LMArena Text Arenatext-2026-09-01-011508720696 · arena_rating · leader | 1,362.5295% of row best · rating · nova-2-lite; 95% CI [1356.44886287, 1368.59662424]; votes 12117; rank 178 | 1,438.25100% of row best · rating · inkling; 95% CI [1433.11517161, 1443.38005000]; votes 21973; rank 67 |
| Overall ResultCounted from the protocol-matched rows above | 0 benchmark wins | 1 benchmark winOverall lead |
Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.
Technical Differences
Side-by-Side Facts
| Field | Nova 2 Lite | Inkling |
|---|---|---|
| Developer | Amazon | Thinking Machines Lab |
| Family | Nova 2 | Inkling |
| Model | Nova 2 Lite | Inkling |
| Version | Nova 2 Lite | Inkling |
| Lifecycle | active | active |
| Released | 2025-12-02 | 2026-07-15 |
| Knowledge cutoff | 2025-10-01 | Unknown |
| Input modalities | Text, Image, Video, Document | Text, Image, Video, Audio |
| Output modalities | Text | Text |
| Context window | 1,000K | 1,049K |
| Total parameters | Unknown | 975B |
| Active parameters | Unknown | 41B |
| License | Unknown | apache-2.0 |
| Open weights | No | Yes |
| API available | Yes | Yes |
| Self-hostable | No | Yes |
| Provider access | Amazon Bedrock (Standard) | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | chat, generation, prompt-caching, tools, vision | agents, chat, coding, generation, reasoning, tools, vision |
14 comparable fields · 11 material differences · Pair passes the primary-source comparison gate
Nova 2 Lite Capabilities
Inkling Capabilities
Internal Comparison Graph
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Primary Evidence
Sources and Freshness
Questions
Nova 2 Lite vs Inkling FAQs
Is Nova 2 Lite or Inkling better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Nova 2 Lite and Inkling, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Nova 2 Lite or Inkling?+
Nova 2 Lite is $0.30 and Inkling is $0.95 per million tokens, so Nova 2 Lite is cheaper on this metric. Nova 2 Lite is $2.50 and Inkling is $4.05 per million tokens, so Nova 2 Lite is cheaper on this metric.
Which has a larger context window, Nova 2 Lite or Inkling?+
Inkling has the larger sourced context window. Nova 2 Lite supports 1,000K and Inkling supports 1,049K.
Which performs better in benchmarks, Nova 2 Lite or Inkling?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Nova 2 Lite or Inkling be self-hosted?+
Inkling is the only model in this pair currently marked as self-hostable. Nova 2 Lite is not marked open weight; Inkling is open weight.
Can Nova 2 Lite and Inkling understand images?+
Nova 2 Lite is documented with image input; Inkling is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Nova 2 Lite or Inkling?+
Neither has a larger sourced maximum output. Nova 2 Lite is 66K and Inkling is —.
Do Nova 2 Lite and Inkling support reasoning and tool use?+
Nova 2 Lite: tool calling and image input. Inkling: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Nova 2 Lite or Inkling?+
Nova 2 Lite has 1 sourced provider route; Inkling has 4, so Inkling has broader tracked availability.
Which offers better value, Nova 2 Lite or Inkling?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.