Nova 2 Lite vs DeepSeek V4 Flash Vision Exp
At a Glance
| Compare |  Nova 2 LiteAmazon |  DeepSeek V4 Flash Vision ExpDeepSeek |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.30Amazon Bedrock ↗ · Aug 29, 2026 | $0.22DeepSeek ↗ · Sep 2, 2026 |
| Output priceFrom · USD / 1M tokens | $2.50Amazon Bedrock ↗ · Aug 29, 2026 | $0.66DeepSeek ↗ · Sep 2, 2026 |
| Context windowMaximum documented tokens | 1,000K | 1,049K |
| Model facts checked | Aug 29, 2026View model evidence → | Sep 2, 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
Side-by-Side Facts
| Field | Nova 2 Lite | DeepSeek-V4-Flash-Vision-Exp |
|---|---|---|
| Developer | Amazon | DeepSeek |
| Family | Nova 2 | Deepseek V4 Flash Vision Exp |
| Model | Nova 2 Lite | DeepSeek-V4-Flash-Vision-Exp |
| Version | Nova 2 Lite | DeepSeek-V4-Flash-Vision-Exp |
| Lifecycle | active | retired |
| Released | 2025-12-02 | 2026-08-21 |
| Knowledge cutoff | 2025-10-01 | Unknown |
| Input modalities | Text, Image, Video, Document | Text, Image |
| Output modalities | Text | Text |
| Context window | 1,000K | 1,049K |
| Total parameters | Unknown | 304.6B |
| Active parameters | Unknown | Unknown |
| License | Unknown | mit |
| Open weights | No | Yes |
| API available | Yes | Yes |
| Self-hostable | No | Yes |
| Provider access | Amazon Bedrock (Standard) | DeepSeek (Standard), Deepinfra (Standard), Fireworks Ai (Standard) |
| Capabilities | chat, generation, prompt-caching, tools, vision | chat, generation, reasoning, structured_outputs, tools |
Nova 2 Lite Capabilities
DeepSeek V4 Flash Vision Exp Capabilities
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Primary Evidence
Sources and Freshness
Questions
Nova 2 Lite vs DeepSeek V4 Flash Vision Exp FAQs
Is Nova 2 Lite or DeepSeek V4 Flash Vision Exp better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Nova 2 Lite and DeepSeek V4 Flash Vision Exp, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Nova 2 Lite or DeepSeek V4 Flash Vision Exp?+
Nova 2 Lite is $0.30 and DeepSeek V4 Flash Vision Exp is $0.22 per million tokens, so DeepSeek V4 Flash Vision Exp is cheaper on this metric. Nova 2 Lite is $2.50 and DeepSeek V4 Flash Vision Exp is $0.66 per million tokens, so DeepSeek V4 Flash Vision Exp is cheaper on this metric.
Which has a larger context window, Nova 2 Lite or DeepSeek V4 Flash Vision Exp?+
DeepSeek V4 Flash Vision Exp has the larger sourced context window. Nova 2 Lite supports 1,000K and DeepSeek V4 Flash Vision Exp supports 1,049K.
Which performs better in benchmarks, Nova 2 Lite or DeepSeek V4 Flash Vision Exp?+
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 DeepSeek V4 Flash Vision Exp be self-hosted?+
DeepSeek V4 Flash Vision Exp is the only model in this pair currently marked as self-hostable. Nova 2 Lite is not marked open weight; DeepSeek V4 Flash Vision Exp is open weight.
Can Nova 2 Lite and DeepSeek V4 Flash Vision Exp understand images?+
Nova 2 Lite is documented with image input; DeepSeek V4 Flash Vision Exp is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Nova 2 Lite or DeepSeek V4 Flash Vision Exp?+
DeepSeek V4 Flash Vision Exp has the larger sourced maximum output: Nova 2 Lite supports 66K and DeepSeek V4 Flash Vision Exp supports 393K output tokens.
Do Nova 2 Lite and DeepSeek V4 Flash Vision Exp support reasoning and tool use?+
Nova 2 Lite: tool calling and image input. DeepSeek V4 Flash Vision Exp: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Nova 2 Lite or DeepSeek V4 Flash Vision Exp?+
Nova 2 Lite has 1 sourced provider route; DeepSeek V4 Flash Vision Exp has 3, so DeepSeek V4 Flash Vision Exp has broader tracked availability.
Which offers better value, Nova 2 Lite or DeepSeek V4 Flash Vision Exp?+
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.