Nova Micro vs Sonar Deep Research
Nova Micro comes out ahead, 62 to 20 on our weighted score, and it is the cheaper option too.
- Our pick
AmazonNova Micro
62/100- ECI—
- Price$0.035 / $0.14
- Context128K
PerplexitySonar Deep Research
20/100- ECI—
- Price$2.00 / $8.00
- Context128K
Add a model
Make it a three-way comparison.
Nova Micro is our pick
Nova Micro is the better all-round choice, scoring 62/100 against Sonar Deep Research (20). It leads on price and inputs & features. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceNova MicroNova Micro $0.061 · Sonar Deep Research $3.50 per 1M tokens (3:1 blend)
- Longest contextAbout the sameNova Micro 128,000 · Sonar Deep Research 128,000 tokens
- Widest inputsSame inputsNova Micro: Text · Sonar Deep Research: Text
- Self-hostingNo open weightsBoth are available only through APIs
| Measure | Weight | Nova Micro | Sonar Deep Research |
|---|---|---|---|
| Price | 50% | 100 | 24 |
| Inputs & features | 30% | 25 | 10 |
| Context window | 20% | 24 | 24 |
| Overall | 100% | 62/100 | 20/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Nova MicroAmazon | Sonar Deep ResearchPerplexity |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.035 (best) | $2.00 |
| Output | $0.14 (best) | $8.00 |
| Cached input | $0.0088 | — |
| Blended (3:1) | $0.061 (best) | $3.50 |
| Long-context rate | Same rate | Same rate |
| Price source | Official Amazon Bedrock API | Official Perplexity API |
| Limits | ||
| Context window | 128,000 tokens | 128,000 tokens |
| Max output | 10,000 tokens | 32,768 tokens (best) |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | No | Yesminimal · low · medium · high |
| Tool calling | Yes | No |
| Structured output | No | No |
| Availability | ||
| Weights | Proprietary | Proprietary |
| API model ID | amazon.nova-micro-v1:0 | sonar-deep-research |
| API providers | 3 | 3 |
| Released | Dec 3, 2024 | Feb 1, 2025 |
| Knowledge cutoff | Oct 2024 | Jan 2025 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Nova Micro$0.63
- Sonar Deep Research$36.00
Which should you choose?
Which is better: Nova Micro or Sonar Deep Research?
Nova Micro is the better all-round choice, scoring 62/100 against Sonar Deep Research (20). It leads on price and inputs & features. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Nova Micro or Sonar Deep Research?
Nova Micro is cheaper at $0.035 input / $0.14 output per million tokens (official Amazon Bedrock API price). Sonar Deep Research costs $2.00 input / $8.00 output per million tokens (official Perplexity API price). At a typical mix of three input tokens to one output token, that is $0.061 per million tokens for Nova Micro versus $3.50 for Sonar Deep Research (57× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Nova Micro has not been scored yet and Sonar Deep Research has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Nova Micro and Sonar Deep Research yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that Sonar Deep Research does not support tool calling, which most coding agents need.
Which has the bigger context window?
Nova Micro and Sonar Deep Research share the same 128,000-token context window. Maximum output per response: Nova Micro up to 10,000, Sonar Deep Research up to 32,768 tokens.
Which can read images, PDFs, audio or video?
Nova Micro accepts text; Sonar Deep Research accepts text. They handle the same number of input types.
Are any of these open source?
No. Nova Micro and Sonar Deep Research are proprietary and only available through APIs and apps.
Which is newer?
Sonar Deep Research is the newest, released Feb 1, 2025. Nova Micro came out Dec 3, 2024. Knowledge cutoff: Nova Micro Oct 2024, Sonar Deep Research Jan 2025.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.
