Nova 2 Lite vs GPT-5.6 Luna

At a Glance

Compare
Intelligence, Cost, and Efficiency
IntelligenceHigher is better · MM Intelligence v2.5UnrankedNot in the 46-model eligible cohort#31 of 4652.7 score · 3/3 sources · complete
CostLower is better · Published-token output estimateUnrankedNot in the 44-model eligible cohort#6 of 44$0.026 per LiveBench case
EfficiencyHigher is better · MM Efficiency v1.5UnrankedNot in the 38-model eligible cohort#4 of 3864.8 score · 3/3 sources · complete
Pricing and Limits
Input priceFrom · USD / 1M tokens$0.30Amazon Bedrock · Aug 29, 2026$0.20Openai · Sep 3, 2026
Output priceFrom · USD / 1M tokens$2.50Amazon Bedrock · Aug 29, 2026$1.20Openai · Sep 3, 2026
Context windowMaximum documented tokens1,000K1,050K
Model facts checkedAug 29, 2026View model evidence →Aug 28, 2026View model evidence →

Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →

Available Benchmarks

All benchmark results →
BenchmarkNova 2 LiteGPT-5.6 Luna
LMArena Text Arenatext-2026-09-13-d25aabda0010 · arena_rating · leader1,362.6295% of row best · rating · nova-2-lite; 95% CI [1356.54933238, 1368.69109380]; votes 12120; rank 1821,429.89100% of row best · rating · gpt-5.6-luna-xhigh; 95% CI [1425.11549148, 1434.66063238]; votes 28547; rank 86
Overall ResultCounted from the protocol-matched rows above0 benchmark winsNo overall winner1 benchmark winNo overall winner

Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.

Side-by-Side Facts

FieldNova 2 LiteGPT-5.6 Luna
DeveloperAmazonOpenAI
FamilyNova 2Gpt 5 6
ModelNova 2 LiteGPT-5.6 Luna
VersionNova 2 LiteGPT-5.6 Luna
Lifecycleactiveactive
Released2025-12-02Unknown
Knowledge cutoff2025-10-012026-02-16
Input modalitiesText, Image, Video, DocumentText, Image
Output modalitiesTextText
Context window1,000K1,050K
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessAmazon Bedrock (Standard)Openai (Standard), Openrouter (Standard)
Capabilitieschat, generation, prompt-caching, tools, visionchat, generation, reasoning, tools

Nova 2 Lite Capabilities

chatgenerationprompt-cachingtoolsvision
Serving providers1
Canonical IDamazon/nova-2-lite-v1:0

GPT-5.6 Luna Capabilities

chatgenerationreasoningtools
Serving providers2
Canonical IDopenai/gpt-5.6-luna

Primary Evidence

Sources and Freshness

Questions

Nova 2 Lite vs GPT-5.6 Luna FAQs

Is Nova 2 Lite or GPT-5.6 Luna better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Nova 2 Lite and GPT-5.6 Luna, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Nova 2 Lite or GPT-5.6 Luna?+

Nova 2 Lite is $0.30 and GPT-5.6 Luna is $0.20 per million tokens, so GPT-5.6 Luna is cheaper on this metric. Nova 2 Lite is $2.50 and GPT-5.6 Luna is $1.20 per million tokens, so GPT-5.6 Luna is cheaper on this metric.

Which has a larger context window, Nova 2 Lite or GPT-5.6 Luna?+

GPT-5.6 Luna has the larger sourced context window. Nova 2 Lite supports 1,000K and GPT-5.6 Luna supports 1,050K.

Which performs better in benchmarks, Nova 2 Lite or GPT-5.6 Luna?+

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-5.6 Luna be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Nova 2 Lite is not marked open weight; GPT-5.6 Luna is not marked open weight.

Can Nova 2 Lite and GPT-5.6 Luna understand images?+

Nova 2 Lite is documented with image input; GPT-5.6 Luna is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Nova 2 Lite or GPT-5.6 Luna?+

GPT-5.6 Luna has the larger sourced maximum output: Nova 2 Lite supports 66K and GPT-5.6 Luna supports 128K output tokens.

Do Nova 2 Lite and GPT-5.6 Luna support reasoning and tool use?+

Nova 2 Lite: tool calling and image input. GPT-5.6 Luna: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Nova 2 Lite or GPT-5.6 Luna?+

Nova 2 Lite has 1 sourced provider route; GPT-5.6 Luna has 2, so GPT-5.6 Luna has broader tracked availability.

Which offers better value, Nova 2 Lite or GPT-5.6 Luna?+

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.

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