Model comparison
Claude 4.1 Opus vs Nemotron 3 Nano 30B
Head-to-head evidence from 1 shared benchmark result across 1 category. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Claude 4.1 Opus #142 (Supported); Nemotron 3 Nano 30B #98 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Claude 4.1 Opus and Nemotron 3 Nano 30B share 1 comparable benchmark result. 0 of 8 categories are comparable. 3 results are unique to Claude 4.1 Opus; 14 to Nemotron 3 Nano 30B.
Updated July 22, 2026- Shared results
- 1
- Claude 4.1 Opus only
- 3
- Nemotron 3 Nano 30B only
- 14
- Comparable categories
- 0 / 8
Benchmark data for Claude 4.1 Opus and Nemotron 3 Nano 30B is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 1 shared benchmark result across 1 evidence category; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Claude 4.1 Opus is priced at $15.00 input / $75.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Nemotron 3 Nano 30B. Claude 4.1 Opus has the larger context window at 200K, compared with 32K for Nemotron 3 Nano 30B.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Claude 4.1 Opus | Δ | Nemotron 3 Nano 30B |
|---|---|---|---|
| Coding | Claude 4.1 Opus74.5 | MarginNo overlap | Nemotron 3 Nano 30BNot measured |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Claude 4.1 Opus | Nemotron 3 Nano 30B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Claude 4.1 Opus$15 input / $75 output | Nemotron 3 Nano 30B$0 input / $0 output | Nemotron 3 Nano 30B has the lower combined listed price. |
| Generation speedtokens per second | Claude 4.1 Opus29 tok/s | Nemotron 3 Nano 30B152 tok/s | Nemotron 3 Nano 30B has the higher measured throughput. |
| First-answer latencyseconds to first token | Claude 4.1 Opus1.66 s | Nemotron 3 Nano 30B1.90 s | Claude 4.1 Opus reaches the first token sooner. |
| Context windowmaximum listed tokens | Claude 4.1 Opus200K | Nemotron 3 Nano 30B32K | Claude 4.1 Opus lists the larger context window. |
Benchmark Deep Dive
Agentic5 benchmarks
Coding3 benchmarks
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Claude 4.1 Opus | Nemotron 3 Nano 30B | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 28.2% | 14.2% | Claude 4.1 Opus leads |
| AA-GPQA DiamondSource | — | 75.7% | Not comparable |
| AA-HLESource | — | 10.2% | Not comparable |
| AA-Omniscience IndexSource | — | -51.6% | Not comparable |
| AA-Omniscience AccuracySource | — | 17.1% | Not comparable |
| AA-Omniscience Hallucination RateSource | — | 82.9% | Not comparable |
Multimodal1 benchmarks
| Benchmark | Claude 4.1 Opus | Nemotron 3 Nano 30B | Result |
|---|---|---|---|
| Design Arena WebsiteSource | 1207 | — | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Claude 4.1 Opus | Nemotron 3 Nano 30B | Result |
|---|---|---|---|
| AA-IFBenchSource | — | 71.1% | Not comparable |
Frequently Asked Questions (3)
Can I compare Claude 4.1 Opus and Nemotron 3 Nano 30B on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Claude 4.1 Opus and Nemotron 3 Nano 30B today?
Claude 4.1 Opus: $15.00 input / $75.00 output per 1M tokens Nemotron 3 Nano 30B: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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