Model comparison
GPT-4 Turbo vs Nemotron Ultra 253B
Head-to-head evidence from 3 shared benchmark results across 2 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: GPT-4 Turbo #188 (Supported); Nemotron Ultra 253B #150 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. GPT-4 Turbo and Nemotron Ultra 253B share 3 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to GPT-4 Turbo; 8 to Nemotron Ultra 253B.
Updated July 20, 2026- Shared results
- 3
- GPT-4 Turbo only
- 1
- Nemotron Ultra 253B only
- 8
- Comparable categories
- 0 / 8
Benchmark data for GPT-4 Turbo and Nemotron Ultra 253B is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 3 shared benchmark results across 2 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.
GPT-4 Turbo is priced at $10.00 input / $30.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Nemotron Ultra 253B. GPT-4 Turbo has the larger context window at 128K, compared with 32K for Nemotron Ultra 253B.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | GPT-4 Turbo | Nemotron Ultra 253B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | GPT-4 Turbo$10 input / $30 output | Nemotron Ultra 253B$0 input / $0 output | Nemotron Ultra 253B has the lower combined listed price. |
| Generation speedtokens per second | GPT-4 Turbo30 tok/s | Nemotron Ultra 253BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | GPT-4 Turbo2.84 s | Nemotron Ultra 253BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | GPT-4 Turbo128K | Nemotron Ultra 253B32K | GPT-4 Turbo lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | GPT-4 Turbo | Nemotron Ultra 253B | Result |
|---|---|---|---|
| τ²-bench resultsSource | — | 11.4% | Not comparable |
Coding2 benchmarks
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | GPT-4 Turbo | Nemotron Ultra 253B | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 7.9% | 9.1% | Nemotron Ultra 253B leads |
| AA-HLESource | 3.3% | 8.1% | Nemotron Ultra 253B leads |
| AA-GPQA DiamondSource | — | 72.8% | Not comparable |
| AA-Omniscience IndexSource | — | -45.5% | Not comparable |
| AA-Omniscience AccuracySource | — | 19.9% | Not comparable |
| AA-Omniscience Hallucination RateSource | — | 81.7% | Not comparable |
Inst. Following1 benchmarks
| Benchmark | GPT-4 Turbo | Nemotron Ultra 253B | Result |
|---|---|---|---|
| AA-IFBenchSource | — | 38.2% | Not comparable |
Frequently Asked Questions (3)
Can I compare GPT-4 Turbo and Nemotron Ultra 253B 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 GPT-4 Turbo and Nemotron Ultra 253B today?
GPT-4 Turbo: $10.00 input / $30.00 output per 1M tokens Nemotron Ultra 253B: $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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