Nova Lite 1.0 vs R1 0528
| Signal | Nova Lite 1.0 | Delta | R1 0528 |
|---|---|---|---|
Capabilities | 50 | -17 | |
Pricing | 100 | +2 | |
Context window size | 87 | +4 | |
Recency | 22 | -32 | |
Output Capacity | 62 | -13 | |
Benchmarks | 0 | -81 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
40
current score
R1 0528
right now
79.4
current score
Nova Lite 1.0
Amazon
R1 0528
DeepSeek
Nova Lite 1.0 saves you $139.50/month
That's $1674.00/year compared to R1 0528 at your current usage level of 100K calls/month.
| Metric | Nova Lite 1.0 | R1 0528 | Winner |
|---|---|---|---|
| Overall Score | 40 | 79 | R1 0528 |
| Rank | #354 | #90 | R1 0528 |
| Quality Rank | #354 | #90 | R1 0528 |
| Adoption Rank | #354 | #90 | R1 0528 |
| Parameters | -- | -- | -- |
| Context Window | 300K | 164K | Nova Lite 1.0 |
| Pricing | $0.06/$0.24/M | $0.50/$2.15/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 67 | R1 0528 |
| Pricing | 100 | 98 | Nova Lite 1.0 |
| Context window size | 87 | 83 | Nova Lite 1.0 |
| Recency | 22 | 53 | R1 0528 |
| Output Capacity | 62 | 75 | R1 0528 |
| Benchmarks | -- | 81 | R1 0528 |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 40/100 (rank #354), placing it in the top -22% of all 290 models tracked.
Scores 79/100 (rank #90), placing it in the top 69% of all 290 models tracked.
R1 0528 has a 39-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose Nova Lite 1.0 when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (300K token context)
- Multimodal workflows that require image understanding
Choose R1 0528 when you need:
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Nova Lite 1.0 offers 89% better value per quality point. At 1M tokens/day, you'd spend $4.50/month with Nova Lite 1.0 vs $39.75/month with R1 0528 - a $35.25 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Nova Lite 1.0 also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (300K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.24/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (79/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
R1 0528 clearly outperforms Nova Lite 1.0 with a significant 39.400000000000006-point lead. For most general use cases, R1 0528 is the stronger choice. However, Nova Lite 1.0 may still excel in niche scenarios.
By Use Case
Best for Quality
Nova Lite 1.0
Marginally better benchmark scores; both are excellent
Best for Cost
Nova Lite 1.0
89% lower pricing; better value at scale
Best for Reliability
Nova Lite 1.0
Higher uptime and faster response speeds
Best for Prototyping
Nova Lite 1.0
Stronger community support and better developer experience
Best for Production
Nova Lite 1.0
Wider enterprise adoption and proven at scale
by Amazon
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 89% lower pricing; better value at scale
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | Nova Lite 1.0 | R1 0528 |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Nova Lite 1.0
Amazon
R1 0528
DeepSeek
Nova Lite 1.0 saves you $3.08/month
That's 89% cheaper than R1 0528 at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Nova Lite 1.0 | R1 0528 |
|---|---|---|
| Context Window | 300K | 164K |
| Max Output Tokens | 5,120 | 32,768 |
| Open Source | No | Yes |
| Created | Dec 5, 2024 | May 28, 2025 |