API cost decision in 10 seconds

Gemma 4 31B vs 🔥Nemotron 3 Super (free)

Pick Nemotron 3 Super (free) when budget and context both matter.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Nemotron 3 Super (free) when budget and context both matter.

On the standard 1M input plus 500K output workload, Nemotron 3 Super (free) is estimated at $0 vs $0.3 for Gemma 4 31B, saving $0.3 (100% lower).

Cost-first pickNemotron 3 Super (free)
Context-first pickNemotron 3 Super (free)
Sample savings$0.3100%
10x traffic gap$3.05

Nemotron 3 Super (free) is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $3.05. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Nemotron 3 Super (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGemma 4 31BNemotron 3 Super (free)
Input-heavy / RAG 5M input + 500K output Nemotron 3 Super (free) $0.78 $0
Balanced workload 1M input + 1M output Nemotron 3 Super (free) $0.49 $0
Output-heavy chatbot 1M input + 5M output Nemotron 3 Super (free) $1.97 $0
Cheaper inputNemotron 3 Super (free)$0.12 vs $0 / 1M
Cheaper outputNemotron 3 Super (free)$0.37 vs $0 / 1M
Larger contextNemotron 3 Super (free)262.14K vs 1M
Sample workloadNemotron 3 Super (free)$0.3 vs $0

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Gemma 4 31BCalculating…Estimated API cost
Nemotron 3 Super (free)Calculating…Estimated API cost
Cheaper for this workloadCalculating…Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Nemotron 3 Super (free) has the lower input price, Nemotron 3 Super (free) has the lower output price, and Nemotron 3 Super (free) offers the larger context window.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.3 for Gemma 4 31B and $0 for Nemotron 3 Super (free).

Best Fit

Choose Gemma 4 31B when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Choose Nemotron 3 Super (free) when you care most about lower input-token price, lower output-token price, and larger context window.

Head-to-Head Specs
FeatureGemma 4 31B
(Google)
🔥Nemotron 3 Super (free)
(NVIDIA)
Input Price
prompt tokens per 1M
$0.12$0
Completion Price
per 1M tokens
$0.37$0
Sample Workload Cost
1M input + 500K output
$0.3$0
Context Window262.14K1M
Release Date2026-04-022026-03-11
Popularity#9
Gemma 4 31B

Gemma 4 31B Instruct is Google DeepMind's 30.7B dense multimodal model supporting text and image input with text output. Features a 256K token context window, configurable thinking/reasoning mode, native function...

Nemotron 3 Super (free)

NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. Built on a hybrid Mamba-Transformer...

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNemotron 3 Super (free)On the standard 1M input plus 500K output workload, Nemotron 3 Super (free) is estimated at $0 vs $0.3 for Gemma 4 31B, saving $0.3 (100% lower).
High-volume input processingNemotron 3 Super (free)Lower prompt-token price matters most when prompts or retrieved passages dominate the bill.
Long responses and chatbotsNemotron 3 Super (free)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workNemotron 3 Super (free)A larger context window leaves more room for retrieved passages and source files.