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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. Gemini 3 Pro vs NVIDIA: Nemotron Nano 12B 2 VL (free)

Pairwise benchmark snapshot · Aug 16, 2026noindex (thin pair)

Gemini 3 Pro vs NVIDIA: Nemotron Nano 12B 2 VL (free) benchmark

This page compares Gemini 3 Pro (Google) and NVIDIA: Nemotron Nano 12B 2 VL (free) (nvidia) using the latest snapshots we have as of Aug 16, 2026. NVIDIA: Nemotron Nano 12B 2 VL (free) wins on output price at $0/1M. Gemini 3 Pro has the larger context window (2M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

Quick answer

Gemini 3 Pro vs NVIDIA: Nemotron Nano 12B 2 VL (free) is a dated snapshot, not a lab score. NVIDIA: Nemotron Nano 12B 2 VL (free) is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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Google

Gemini 3 Pro

Google frontier multimodal model with a multi-million-token context window.

Elo 1,552$5/1M out

nvidia

NVIDIA: Nemotron Nano 12B 2 VL (free)

Auto-discovered from OpenRouter (nvidia/nemotron-nano-12b-v2-vl:free). Preview until a second source matches.

$0/1M out

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Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Gemini 3 Pro (8)vsNVIDIA: Nemotron Nano 12B 2 VL (free) (2)
Gemini 3 Pro: 8W (80%)Overall: Gemini 3 ProNVIDIA: Nemotron Nano 12B 2 VL (free): 2W (20%)
← Gemini 3 ProNVIDIA: Nemotron Nano 12B 2 VL (free) →
Gemini 3 Pro (5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo
1,552vs—
Coding Elo
1,548vs—
SWE-bench
72.4%vs—
LiveBench
70.6%vs—
GPQA Diamond
83.6%vs—
Gemini 3 Pro: 5WNVIDIA: Nemotron Nano 12B 2 VL (free): 0W
Gemini 3 Pro (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
92 tok/svs—
Time to first token
220 msvs—
Gemini 3 Pro: 2WNVIDIA: Nemotron Nano 12B 2 VL (free): 0W
NVIDIA: Nemotron Nano 12B 2 VL (free) (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$5/1Mvs$0/1M
Input price
$1.25/1Mvs$0/1M
Context window
2Mvs128k
Gemini 3 Pro: 1WNVIDIA: Nemotron Nano 12B 2 VL (free): 2W
Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageGemini 3 Pro 5/6
Preference Elo

No shared data

No shared data

Throughput Speed

No shared data

No shared data

Price Efficiency

NVIDIA: Nemotron Nano 12B 2 VL (free)

$5.00/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
1,552
EloHigh is better
—
Code Elo
High is better
1,548
Code EloHigh is better
—
LiveBench
High is better
70.6%
LiveBenchHigh is better
—
SWE-bench
High is better
72.4%
SWE-benchHigh is better
—
GPQA
High is better
83.6%
GPQAHigh is better
—
TTFT
Low is better
220 ms
TTFTLow is better
—
Speed
High is better
92 tok/s
SpeedHigh is better
—
In $
Low is better
$1.25/1M
In $Low is better
$0/1M
Out $
Low is better
$5/1M
Out $Low is better
$0/1M
Context
High is better
+1463%2M
ContextHigh is better
128k

Key Selection Recommendations

  • 1
    NVIDIA: Nemotron Nano 12B 2 VL (free):Pick NVIDIA: Nemotron Nano 12B 2 VL (free) when you are optimizing output cost.
  • 2
    Gemini 3 Pro:Pick Gemini 3 Pro for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatNVIDIA: Nemotron Nano 12B 2 VL (free)

Lower output list price ($0/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGGemini 3 Pro

Larger window (2M).

Screenshots / visionGemini 3 Pro

Gemini 3 Pro is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatNVIDIA: Nemotron Nano 12B 2 VL (free)Lower output list price ($0/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGGemini 3 ProLarger window (2M).
Screenshots / visionGemini 3 ProGemini 3 Pro is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchMar 15, 2026

Gemini 3 Pro’s multi-million context is still a 2026 RAG shortlist

March 2026 Google frontier multimodal with a 2M window. 3.6 Pro is newer; 3 Pro stays as the original 3.x Pro row.

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LIVE
VS
Google

Gemini 3 Pro

Elo 1,552
LiveBench70.6%
SWE-bench72.4%
Speed92 tok/s
Output cost$5/1M
nvidia

NVIDIA: Nemotron Nano 12B 2 VL (free)

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$0/1M

Frequently Asked Questions

Which is better overall, Gemini 3 Pro or NVIDIA: Nemotron Nano 12B 2 VL (free)?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, Gemini 3 Pro or NVIDIA: Nemotron Nano 12B 2 VL (free)?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
NVIDIA: Nemotron Nano 12B 2 VL (free) output tokens are $0/1M versus $5/1M. Input prices and retry rates still move the real bill.
Which is faster, Gemini 3 Pro or NVIDIA: Nemotron Nano 12B 2 VL (free)?
We do not have TTFT for both models.
Which has the larger context window?
Gemini 3 Pro accepts 2M tokens versus 128k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Gemini 3 Pro and NVIDIA: Nemotron Nano 12B 2 VL (free) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Mar 15, 2026

    Gemini 3 Pro’s multi-million context is still a 2026 RAG shortlist

Similar Head-to-Head Comparisons

All Gemini 3 Pro matchups →|All NVIDIA: Nemotron Nano 12B 2 VL (free) matchups →
Gemini 3 Pro vs Gemini 2.5 Pro (previous gemini-pro)Gemini 3 Pro vs Gemini 3.6 Pro (next gemini-pro)Gemini 3.7 Flash vs Gemini 3 ProGemini 3.6 Flash vs Gemini 3 ProGemini 3 Flash vs Gemini 3 ProGemini 2.0 Flash Thinking vs Gemini 3 Pro