Gemini 3 Flash Preview (batch) vs Nemotron 3 Ultra
| Signal | Gemini 3 Flash Preview (batch) | Delta | Nemotron 3 Ultra |
|---|---|---|---|
Capabilities | 100 | +33 | |
Benchmarks | 87 | +87 | |
Pricing | 99 | +1 | |
Context window size | 96 | +10 | |
Recency | 82 | -18 | |
Output Capacity | 77 | -7 | |
| Overall Result | 4 wins | of 6 | 2 wins |
Score History
88.4
current score
Gemini 3 Flash Preview (batch)
right now
40
current score
Gemini 3 Flash Preview (batch)
Nemotron 3 Ultra
NVIDIA
Gemini 3 Flash Preview (batch) saves you $80.00/month
That's $960.00/year compared to Nemotron 3 Ultra at your current usage level of 100K calls/month.
| Metric | Gemini 3 Flash Preview (batch) | Nemotron 3 Ultra | Winner |
|---|---|---|---|
| Overall Score | 88 | 40 | Gemini 3 Flash Preview (batch) |
| Rank | #56 | #314 | Gemini 3 Flash Preview (batch) |
| Quality Rank | #56 | #314 | Gemini 3 Flash Preview (batch) |
| Adoption Rank | #56 | #314 | Gemini 3 Flash Preview (batch) |
| Parameters | -- | 550B | -- |
| Context Window | 1049K | 262K | Gemini 3 Flash Preview (batch) |
| Pricing | $0.25/$1.50/M | $0.60/$2.40/M | -- |
| Signal Scores | |||
| Capabilities | 100 | 67 | Gemini 3 Flash Preview (batch) |
| Benchmarks | 87 | -- | Gemini 3 Flash Preview (batch) |
| Pricing | 99 | 98 | Gemini 3 Flash Preview (batch) |
| Context window size | 96 | 86 | Gemini 3 Flash Preview (batch) |
| Recency | 82 | 100 | Nemotron 3 Ultra |
| Output Capacity | 77 | 84 | Nemotron 3 Ultra |
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 88/100 (rank #56), placing it in the top 81% of all 290 models tracked.
Scores 40/100 (rank #314), placing it in the top -8% of all 290 models tracked.
Gemini 3 Flash Preview (batch) has a 48-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose Gemini 3 Flash Preview (batch) when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (1049K token context)
- Multimodal workflows that require image understanding
- Step-by-step reasoning and chain-of-thought problem solving
Choose Nemotron 3 Ultra when you need:
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Gemini 3 Flash Preview (batch) offers 42% better value per quality point. At 1M tokens/day, you'd spend $26.25/month with Gemini 3 Flash Preview (batch) vs $45.00/month with Nemotron 3 Ultra - a $18.75 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. Gemini 3 Flash Preview (batch) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($1.50/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (88/100) 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
Gemini 3 Flash Preview (batch) clearly outperforms Nemotron 3 Ultra with a significant 48.400000000000006-point lead. For most general use cases, Gemini 3 Flash Preview (batch) is the stronger choice. However, Nemotron 3 Ultra may still excel in niche scenarios.
By Use Case
Best for Quality
Gemini 3 Flash Preview (batch)
Marginally better benchmark scores; both are excellent
Best for Cost
Gemini 3 Flash Preview (batch)
42% lower pricing; better value at scale
Best for Reliability
Gemini 3 Flash Preview (batch)
Higher uptime and faster response speeds
Best for Prototyping
Gemini 3 Flash Preview (batch)
Stronger community support and better developer experience
Best for Production
Gemini 3 Flash Preview (batch)
Wider enterprise adoption and proven at scale
by Google
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 42% 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 | Gemini 3 Flash Preview (batch) | Nemotron 3 Ultra |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
Gemini 3 Flash Preview (batch)
Nemotron 3 Ultra
NVIDIA
Gemini 3 Flash Preview (batch) saves you $1.71/month
That's 43% cheaper than Nemotron 3 Ultra 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 | Gemini 3 Flash Preview (batch) | Nemotron 3 Ultra |
|---|---|---|
| Context Window | 1.0M | 262K |
| Max Output Tokens | 65,536 | 182,520 |
| Open Source | No | Yes |
| Created | Dec 17, 2025 | Jun 4, 2026 |