Seed 2.1 Pro vs NVIDIA Nemotron 3 Nano 30B A3B Base BF16
Benchmark Performance
Available Benchmarks
Technical Differences
Side-by-Side Facts
| Field | Seed 2.1 Pro | NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16 |
|---|---|---|
| Developer | ByteDance Seed | NVIDIA |
| Family | Seed 2 1 | Nvidia Nemotron 3 Nano 30b A3b Base Bf16 |
| Model | Seed 2.1 Pro | NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16 |
| Version | Seed 2.1 Pro | NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16 |
| Lifecycle | active | active |
| Released | 2026-06-23 | 2025-12-15 |
| Knowledge cutoff | Unknown | 2025-06-25 |
| Input modalities | Text, Image, Video | Text |
| Output modalities | Text | Text |
| Context window | Unknown | 262K |
| Total parameters | Unknown | 31.6B |
| Active parameters | Unknown | Unknown |
| License | Unknown | other |
| Open weights | No | Yes |
| API available | Yes | Unknown |
| Self-hostable | No | Yes |
| Provider access | Unknown | Unknown |
| Capabilities | agents, chat, computer-use, generation, reasoning, structured_outputs, tools | generation |
11 comparable fields · 9 material differences · Pair passes the primary-source comparison gate
Seed 2.1 Pro Capabilities
NVIDIA Nemotron 3 Nano 30B A3B Base BF16 Capabilities
Internal Comparison Graph
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Primary Evidence
Sources and Freshness
Questions
Seed 2.1 Pro vs NVIDIA Nemotron 3 Nano 30B A3B Base BF16 FAQs
Is Seed 2.1 Pro or NVIDIA Nemotron 3 Nano 30B A3B Base BF16 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Seed 2.1 Pro and NVIDIA Nemotron 3 Nano 30B A3B Base BF16, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Seed 2.1 Pro or NVIDIA Nemotron 3 Nano 30B A3B Base BF16?+
Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.
Which has a larger context window, Seed 2.1 Pro or NVIDIA Nemotron 3 Nano 30B A3B Base BF16?+
Neither model has a larger sourced context window in this comparison. Seed 2.1 Pro is — and NVIDIA Nemotron 3 Nano 30B A3B Base BF16 is 262K.
Which performs better in benchmarks, Seed 2.1 Pro or NVIDIA Nemotron 3 Nano 30B A3B Base BF16?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Seed 2.1 Pro or NVIDIA Nemotron 3 Nano 30B A3B Base BF16 be self-hosted?+
NVIDIA Nemotron 3 Nano 30B A3B Base BF16 is the only model in this pair currently marked as self-hostable. Seed 2.1 Pro is not marked open weight; NVIDIA Nemotron 3 Nano 30B A3B Base BF16 is open weight.
Can Seed 2.1 Pro and NVIDIA Nemotron 3 Nano 30B A3B Base BF16 understand images?+
Seed 2.1 Pro is documented with image input; NVIDIA Nemotron 3 Nano 30B A3B Base BF16 is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Seed 2.1 Pro or NVIDIA Nemotron 3 Nano 30B A3B Base BF16?+
Neither has a larger sourced maximum output. Seed 2.1 Pro is — and NVIDIA Nemotron 3 Nano 30B A3B Base BF16 is 131K.
Do Seed 2.1 Pro and NVIDIA Nemotron 3 Nano 30B A3B Base BF16 support reasoning and tool use?+
Seed 2.1 Pro: reasoning, tool calling, and image input. NVIDIA Nemotron 3 Nano 30B A3B Base BF16: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, Seed 2.1 Pro or NVIDIA Nemotron 3 Nano 30B A3B Base BF16?+
Seed 2.1 Pro has 0 sourced provider routes; NVIDIA Nemotron 3 Nano 30B A3B Base BF16 has 0, a tie.
Which offers better value, Seed 2.1 Pro or NVIDIA Nemotron 3 Nano 30B A3B Base BF16?+
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.