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Google: Gemma 4 12B Unified

google/gemma-4-12b-it
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Encoder-free multimodal Gemma 4 model. Instead of separate vision and audio encoders, it projects raw image patches and audio waveforms straight into the LLM's embedding space through lightweight linear layers, so every modality flows through one decoder-only transformer.

ModalitiesTextImageAudioVideoText
In / out price$0.040 / $0.120 per 1M
Context262K
ReleasedApr 2, 2026
ProvidersPricingPerformanceAvailabilityAppsActivityFAQExplore

Providers

Where this model runs, and what each route costs. Requests are sent to a healthy provider automatically; if one errors, the gateway retries against another serving the same model.

ProviderInput /MOutput /MCache read /MLatencyThroughput
Google$0.040$0.120$0——

Capabilities (12)

StreamingTool callingStructured outputThinkingReasoningSystem promptVisionVideo InputAudio InputMultilingualFine TunableLocal Inference

Supported parameters (2)

toolsresponse_format

Any other parameter you send is ignored rather than rejected.

Pricing

What this model costs to run, next to the rate it is posted at. Caching and discounts mean the price actually paid is often below the listed one.

Effective input price
$0.040
/M tokens · listed $0.100
Effective output price
$0.120
/M tokens · listed $0.300
RateListedChargedUnit
Input$0.100$0.040per 1M tokens
Output$0.300$0.120per 1M tokens
Cache read$0$0per 1M tokens
Cache write$0$0per 1M tokens
Cache write (1h)$0$0per 1M tokens
Cached audio read$0$0per 1M tokens
Cache storage$0$0per 1M token-hours
Reasoning$0$0per 1M tokens
UTC

Performance

Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better). Throughput and TTFT are measured on streaming requests, which are the only ones with a first-token moment to time.

Throughput
—tok/s
P50, streaming requests
Latency
—s
P50, end to end
UTC
No requests to this model in the selected window, so there is nothing to measure yet.

Availability

The share of requests to this model that completed successfully. When an upstream provider errors, the gateway retries against another provider serving the same model, so a single provider incident does not necessarily show up here.

Success rate (30d)
0.00%
over 9 requests
Days with traffic
3
of the last 30

Days are UTC days. Days with no requests are omitted rather than drawn at 100% — no traffic is not evidence of availability.

Apps

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.

No apps have identified themselves for this model yet. Clients can opt in by sending an X-Title header with their request.

Activity

Token volume and request traffic to this model over time. Daily totals, UTC.

Prompt0
Reasoning0
Completion0

Prompt tokens measure input size. Reasoning tokens show internal thinking before a response. Completion tokens reflect total output length.

Frequently asked questions

What is Gemma 4 12B Unified?
Encoder-free multimodal Gemma 4 model. Instead of separate vision and audio encoders, it projects raw image patches and audio waveforms straight into the LLM's embedding space through lightweight linear layers, so every modality flows through one decoder-only transformer.
How much does Gemma 4 12B Unified cost?
Gemma 4 12B Unified costs $0.100 per million input tokens and $0.300 per million output tokens. Cached prompt tokens are billed at $0 per million. You pay per request, with no subscription.
What is the context length of Gemma 4 12B Unified?
Gemma 4 12B Unified has a context window of 262,144 tokens.
Does Gemma 4 12B Unified support tool calling and structured outputs?
Yes — Gemma 4 12B Unified supports both tool calling and structured outputs.
What inputs and outputs does Gemma 4 12B Unified support?
Gemma 4 12B Unified accepts text, image, audio, video as input and returns text.
What other models does Google have?
Google also offers Gemini 2.5 Flash, Gemini 2.5 Flash-Lite, Gemini 2.5 Flash TTS, Gemini 2.5 Pro through Oxyy.
When was Gemma 4 12B Unified released?
Gemma 4 12B Unified was released on Apr 2, 2026.

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