Model comparison
Nova Pro vs Fugu Cyber
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Nova Pro #196 (Supported); Fugu Cyber unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Nova Pro and Fugu Cyber share 0 comparable benchmark results. 0 of 8 categories are comparable. 12 results are unique to Nova Pro; 2 to Fugu Cyber.
Updated July 21, 2026- Shared results
- 0
- Nova Pro only
- 12
- Fugu Cyber only
- 2
- Comparable categories
- 0 / 8
Benchmark data for Nova Pro and Fugu Cyber is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 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.
Fugu Cyber has the larger context window at 1M, compared with 128K for Nova Pro.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Nova Pro | Fugu Cyber | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Nova ProNot available | Fugu Cyber$6 input / $36 output | A complete price comparison is not available. |
| Generation speedtokens per second | Nova Pro141 tok/s | Fugu CyberNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Nova Pro0.81 s | Fugu CyberNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Nova Pro128K | Fugu Cyber1M | Fugu Cyber lists the larger context window. |
Benchmark Deep Dive
Agentic3 benchmarks
Coding1 benchmarks
| Benchmark | Nova Pro | Fugu Cyber | Result |
|---|---|---|---|
| AA-SciCodeSource | 20.8% | — | Not comparable |
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Nova Pro | Fugu Cyber | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 7.7% | — | Not comparable |
| AA-GPQA DiamondSource | 49.9% | — | Not comparable |
| AA-HLESource | 3.4% | — | Not comparable |
| AA-Omniscience IndexSource | -47.6% | — | Not comparable |
| AA-Omniscience AccuracySource | 17.0% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 77.9% | — | Not comparable |
Multimodal1 benchmarks
| Benchmark | Nova Pro | Fugu Cyber | Result |
|---|---|---|---|
| AA-MMMU-ProSource | 44.3% | — | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Nova Pro | Fugu Cyber | Result |
|---|---|---|---|
| AA-IFBenchSource | 38.1% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare Nova Pro and Fugu Cyber 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 Nova Pro and Fugu Cyber today?
Nova Pro: Pricing unavailable Fugu Cyber: $6.00 input / $36.00 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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