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Gemma 3 12B

google·google/gemma-3-12b·GA·Open weights·gemma series
Google's open-weight Gemma 3 vision-language model for text and image understanding

Gemma 3 12B by google is offered by 2 providers on this page. Its reference price is $0.15 per 1M input tokens and $0.50 per 1M output tokens. The lowest paid channel is Merge Gateway at $0.09 / $0.29 per 1M, about 1.7× below the reference price. That channel is a third-party gateway, so confirm its availability and rate limits before depending on it.

Artificial Analysis rates it 3.8 on the Intelligence Index, with 5.8 for coding and 0.1 for agentic tasks. Against its lowest blended price of $0.14 per 1M, that is roughly 27 index points per dollar, which is the value ratio the leaderboards rank on.

The context window is 131,072 tokens at the reference host, but hosts report different limits, from 128,000 to 131,072, so the usable window depends on the provider you pick. It supports tool use and structured output. Accepted input modalities are Text and Image. The weights are open, so it can also be self-hosted or served through a gateway of your choice. Providers report the capability flags inconsistently, so verify a specific feature against the host you plan to use. Its training knowledge cuts off at 2024-08-31.

Specs & pricing

Input / output per 1M tokens
Reference price·Neon
$0.15 / $0.50
Blended $0.24 · Cache read —
Lowest paid·Merge GatewayGateway
$0.09 / $0.29
Blended $0.14 · 1.7× spread
Context
131,072
Output limit
8,192
Knowledge cutoff
2024-08-31
Released / updated
2025-03-13 / 2025-03-13
Capabilities
Reasoning✓ Tool use✓ Structured output✓ Temperature✓ Attachments
⚠ Providers report capability flags inconsistently
Modalities
TextImage

Quality & performanceArtificial Analysis · Intelligence Index v4.3

Intelligence3.8
Value27
Coding5.8
Agentic0.1
Output speed—
TTFT—
Value formulaIQ 3.8 ÷ min blended $0.140 = 27

Quality is independently evaluated by Artificial Analysis. Speed/latency are model-level medians.

Available at 2 providers2 with public prices

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
Merge Gateway
google/gemma-3-12b-it
Gateway$0.09$0.29——128,000 ⚠8,192
NeonCloud$0.15$0.50——131,0728,192

Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.

Your usage cost

1Merge Gateway$32.50
2Neon$55.00
The cheapest paid channel is the only channel.

Price historyone sample accumulated per data sync

Input list $0.15Output list $0.50Min blended $0.14

Price history accumulates from each data sync; currently only 1 sample(s) (2026-10-10). Each future sync adds a point, and once accumulated a line is drawn here.

Artificial Analysis evaluations14 items

GPQA Diamond34.9%
Humanity's Last Exam4.2%
MMLU-Pro59.5%
SciCode16.4%
LiveCodeBench13.7%
Terminal-Bench Hard0.8%
Terminal-Bench 2.10.0%
AIME 202518.3%
AIME22.0%
MATH-50085.3%
τ²-Bench Telecom10.8%
τ³-Bench Banking0.8%
AA-LCR8.3%
IFBench36.7%

Individual evaluations run by Artificial Analysis, on the same reasoning tier as the intelligence score above. Each benchmark has its own task set and harness, so rows are not comparable with one another. The Intelligence Index above draws on a different, newer set of evaluations.

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Data partly from models.dev (MIT) · Neon official docs ↗