Nemotron 3 Super 120B A12B vs Grok 4.20 (Non-Reasoning)
Too close to call on our weighted score (Nemotron 3 Super 120B A12B 54, Grok 4.20 (Non-Reasoning) 52). The right pick depends on what you value most.
NVIDIANemotron 3 Super 120B A12B
54/100- ECI—
- Price$0.15 / $0.65
- Context262K
xAIGrok 4.20 (Non-Reasoning)
52/100- ECI—
- Price$1.25 / $2.50
- Context1M
Add a model
Make it a three-way comparison.
Too close to call
It is close. Our weighted score puts them within 2 points (Nemotron 3 Super 120B A12B 54/100, Grok 4.20 (Non-Reasoning) 52/100), so choose by what matters most for your work: Nemotron 3 Super 120B A12B on price and Grok 4.20 (Non-Reasoning) for long inputs. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceNemotron 3 Super 120B A12BNemotron 3 Super 120B A12B $0.275 · Grok 4.20 (Non-Reasoning) $1.56 per 1M tokens (3:1 blend)
- Longest contextGrok 4.20 (Non-Reasoning)Grok 4.20 (Non-Reasoning) 1,000,000 · Nemotron 3 Super 120B A12B 262,144 tokens
- Widest inputsGrok 4.20 (Non-Reasoning)Nemotron 3 Super 120B A12B: Text · Grok 4.20 (Non-Reasoning): Text, Images, PDFs
- Self-hostingNemotron 3 Super 120B A12BPublishes downloadable weights
| Measure | Weight | Nemotron 3 Super 120B A12B | Grok 4.20 (Non-Reasoning) |
|---|---|---|---|
| Price | 50% | 73 | 39 |
| Inputs & features | 30% | 35 | 70 |
| Context window | 20% | 37 | 60 |
| Overall | 100% | 54/100 | 52/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Nemotron 3 Super 120B A12BNVIDIA | Grok 4.20 (Non-Reasoning)xAI |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.15 (best) | $1.25 |
| Output | $0.65 (best) | $2.50 |
| Cached input | — | $0.20 |
| Blended (3:1) | $0.275 (best) | $1.56 |
| Long-context rate | Same rate | Over 200K: $2.50 / $5.00 |
| Price source | Median of 16 providers | Official xAI API |
| Limits | ||
| Context window | 262,144 tokens | 1,000,000 tokens (best) |
| Max output | 262,144 tokens (best) | 30,000 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | Yes |
| PDFs | No | Yes |
| Audio | No | No |
| Video | No | No |
| Reasoning | Yes | No |
| Tool calling | Yes | Yes |
| Structured output | No | Yes |
| Availability | ||
| Weights | Open | Proprietary |
| API model ID | — | grok-4.20-0309-non-reasoning |
| API providers | 18 (best) | 13 |
| Released | Mar 11, 2026 | Mar 9, 2026 |
| Knowledge cutoff | Jun 2025 | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Nemotron 3 Super 120B A12B$2.80
- Grok 4.20 (Non-Reasoning)$17.50
Which should you choose?
Which is better: Nemotron 3 Super 120B A12B or Grok 4.20 (Non-Reasoning)?
It is close. Our weighted score puts them within 2 points (Nemotron 3 Super 120B A12B 54/100, Grok 4.20 (Non-Reasoning) 52/100), so choose by what matters most for your work: Nemotron 3 Super 120B A12B on price and Grok 4.20 (Non-Reasoning) for long inputs. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Nemotron 3 Super 120B A12B or Grok 4.20 (Non-Reasoning)?
Nemotron 3 Super 120B A12B is cheaper at $0.15 input / $0.65 output per million tokens (median across 16 API providers). Grok 4.20 (Non-Reasoning) costs $1.25 input / $2.50 output per million tokens (official xAI API price). At a typical mix of three input tokens to one output token, that is $0.275 per million tokens for Nemotron 3 Super 120B A12B versus $1.56 for Grok 4.20 (Non-Reasoning) (5.7× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Nemotron 3 Super 120B A12B has not been scored yet and Grok 4.20 (Non-Reasoning) has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Nemotron 3 Super 120B A12B and Grok 4.20 (Non-Reasoning) yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.
Which has the bigger context window?
Grok 4.20 (Non-Reasoning) has the largest context window at 1,000,000 tokens, against 262,144 for Nemotron 3 Super 120B A12B. Maximum output per response: Nemotron 3 Super 120B A12B up to 262,144, Grok 4.20 (Non-Reasoning) up to 30,000 tokens.
Which can read images, PDFs, audio or video?
Nemotron 3 Super 120B A12B accepts text; Grok 4.20 (Non-Reasoning) accepts text, images and PDFs. Grok 4.20 (Non-Reasoning) handles the widest range of inputs.
Are any of these open source?
Nemotron 3 Super 120B A12B publishes its weights and can be self-hosted; Grok 4.20 (Non-Reasoning) is proprietary.
Which is newer?
Nemotron 3 Super 120B A12B is the newest, released Mar 11, 2026. Grok 4.20 (Non-Reasoning) came out Mar 9, 2026. Knowledge cutoff: Nemotron 3 Super 120B A12B Jun 2025.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.
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