google/gemma-3-12b-it
Hugging Face repository for Image-text-to-text.
- Context
- 131.1K
- Max output
- 8.2K
- Input / 1M
- $0.05
- Output / 1M
- $0.10
- Output speed
- —
Accepts
- Image input
- Text input
Produces
- Text output
AI model comparison
Compare recorded price, context, output limits, speed, latency, capabilities, and input/output support. Every missing value stays visible, and unsourced benchmarks are excluded.
google/gemma-3-12b-it and google/gemma-4-31B-it both come up when teams are choosing a model for production work, and the honest answer usually depends on your workload rather than a leaderboard. This page puts their published specifications side by side — context window, token pricing, supported inputs and outputs — so you can see where they actually differ.
Hugging Face repository for Image-text-to-text.
Accepts
Produces
google/gemma-4-31B-it is a source-linked Hugging Face repository assigned to Image-text-to-text. Its recorded task interface accepts image, text and produces text.
Accepts
Produces
At a glance
This is a directional summary of the values recorded in this directory—not a universal quality verdict. Test the finalists on your own prompts before committing.
Where google/gemma-3-12b-it leads in recorded data
No complete recorded factor currently favors this model. That does not establish lower real-world quality.
Where google/gemma-4-31B-it leads in recorded data
Context capacity
Higher listed limit
google/gemma-3-12b-it:131.1K
google/gemma-4-31B-it:262.1K
google/gemma-4-31B-it
Maximum output
Higher listed limit
google/gemma-3-12b-it:8.2K
google/gemma-4-31B-it:32.8K
google/gemma-4-31B-it
Input price
Lower recorded price
google/gemma-3-12b-it:$0.05
google/gemma-4-31B-it:—
No complete comparison
Output price
Lower recorded price
google/gemma-3-12b-it:$0.10
google/gemma-4-31B-it:—
No complete comparison
Output speed
Higher recorded throughput
google/gemma-3-12b-it:—
google/gemma-4-31B-it:—
No complete comparison
Time to first token
Lower recorded latency
google/gemma-3-12b-it:—
google/gemma-4-31B-it:—
No complete comparison
Intelligence Index
Higher directory index
google/gemma-3-12b-it:—
google/gemma-4-31B-it:—
No complete comparison
Evidence
A score appears only when both records include a verified source. It is not treated as a universal ranking.
Specifications
| Specification | google/gemma-3-12b-it | google/gemma-4-31B-it |
|---|---|---|
| Provider | ||
| Model family | — | — |
| Accepted inputs | image, text | image, text |
| Produced outputs | text | text |
| Context window | 131.1K | 262.1KRecorded lead |
| Max output | 8.2K | 32.8KRecorded lead |
| Intelligence Index | — | — |
| Input price / 1M | $0.05 | — |
| Output price / 1M | $0.10 | — |
| Output speed | — | — |
| Time to first token | — | — |
| Reasoning mode | Not documented | Documented |
| Tool calling | Not documented | Documented |
| Image input | Documented | Documented |
| Audio input | Not documented | Not documented |
| Structured output | Not documented | Not documented |
| License | Not documented | Not documented |
| Released | Dec 1, 2024 | Apr 2, 2026 |
Workload guidance
On the published numbers, google/gemma-4-31B-it accepts the larger context window. Which matters more depends on whether your bottleneck is document size or spend — the table above has the exact figures.
Provenance
Prices and hosted performance can change. SyncDev records source references and clearly separates documented specifications from measured values; confirm commercial terms with the provider before deployment.
google/gemma-3-12b-it
google · model record and recorded source
google/gemma-4-31B-it
google · model record and recorded source
Choose any two approved model records and review them with the same evidence rules.