Nova 2 Lite vs GPT-4o
Benchmark Performance
Available Benchmarks
| Benchmark | Nova 2 Lite | GPT-4o |
|---|---|---|
| LMArena Text Arenatext-2026-09-01-011508720696 · arena_rating · leader | 1,362.52100% of row best · rating · nova-2-lite; 95% CI [1356.44886287, 1368.59662424]; votes 12117; rank 178 | 1,282.3394% of row best · rating · gpt-4o-2024-08-06; 95% CI [1278.14385443, 1286.52509361]; votes 45499; rank 250 |
| Overall ResultCounted from the protocol-matched rows above | 1 benchmark winOverall lead | 0 benchmark wins |
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 | GPT-4o |
|---|---|---|
| Developer | Amazon | OpenAI |
| Family | Nova 2 | Gpt 4o |
| Model | Nova 2 Lite | GPT-4o |
| Version | Nova 2 Lite | GPT-4o |
| Lifecycle | active | active |
| Released | 2025-12-02 | Unknown |
| Knowledge cutoff | 2025-10-01 | 2023-10-01 |
| Input modalities | Text, Image, Video, Document | Text, Image |
| Output modalities | Text | Text |
| Context window | 1,000K | 128K |
| Total parameters | Unknown | Unknown |
| Active parameters | Unknown | Unknown |
| License | Unknown | Unknown |
| Open weights | No | No |
| API available | Yes | Yes |
| Self-hostable | No | No |
| Provider access | Amazon Bedrock (Standard) | Openai (Standard), Openrouter (Standard) |
| Capabilities | chat, generation, prompt-caching, tools, vision | chat, generation, tools |
14 comparable fields · 9 material differences · Pair passes the primary-source comparison gate
Nova 2 Lite Capabilities
GPT-4o Capabilities
Internal Comparison Graph
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|---|---|---|---|
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Primary Evidence
Sources and Freshness
Questions
Nova 2 Lite vs GPT-4o FAQs
Is Nova 2 Lite or GPT-4o better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Nova 2 Lite and GPT-4o, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Nova 2 Lite or GPT-4o?+
Nova 2 Lite is $0.30 and GPT-4o is $1.25 per million tokens, so Nova 2 Lite is cheaper on this metric. Nova 2 Lite is $2.50 and GPT-4o is $5.00 per million tokens, so Nova 2 Lite is cheaper on this metric.
Which has a larger context window, Nova 2 Lite or GPT-4o?+
Nova 2 Lite has the larger sourced context window. Nova 2 Lite supports 1,000K and GPT-4o supports 128K.
Which performs better in benchmarks, Nova 2 Lite or GPT-4o?+
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 GPT-4o be self-hosted?+
Both models have the same recorded self-hosting status: unsupported. Nova 2 Lite is not marked open weight; GPT-4o is not marked open weight.
Can Nova 2 Lite and GPT-4o understand images?+
Nova 2 Lite is documented with image input; GPT-4o is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Nova 2 Lite or GPT-4o?+
Nova 2 Lite has the larger sourced maximum output: Nova 2 Lite supports 66K and GPT-4o supports 16K output tokens.
Do Nova 2 Lite and GPT-4o support reasoning and tool use?+
Nova 2 Lite: tool calling and image input. GPT-4o: tool calling and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Nova 2 Lite or GPT-4o?+
Nova 2 Lite has 1 sourced provider route; GPT-4o has 2, so GPT-4o has broader tracked availability.
Which offers better value, Nova 2 Lite or GPT-4o?+
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.