Gemma 3 12B Instruct: Intelligence, Performance & Price Analysis
Analysis of Google's Gemma 3 12B Instruct and comparison to other AI models across key metrics including quality, price, performance (tokens per second & time to first token), context window & more. Click on any model to compare API providers for that model. For more details including relating to our methodology, see our FAQs.
Comparison Summary
Intelligence:
Gemma 3 12B is of lower quality compared to average, with a MMLU score of 0.595 and a Intelligence Index across evaluations of 34.
Price:Gemma 3 12B is cheaper compared to average with a price of $0.06 per 1M Tokens (blended 3:1).
Gemma 3 12B Input token price: $0.05, Output token price: $0.10 per 1M Tokens.
Speed:Gemma 3 12B Input token price: $0.05, Output token price: $0.10 per 1M Tokens.
Gemma 3 12B is slower compared to average, with a output speed of 27.6 tokens per second.
Latency:Gemma 3 12B has a lower latency compared to average, taking 0.65s to receive the first token (TTFT).
Context Window:Gemma 3 12B has a smaller context windows than average, with a context window of 130k tokens.
Highlights
Intelligence
Artificial Analysis Intelligence Index; Higher is better
Speed
Output Tokens per Second; Higher is better
Price
USD per 1M Tokens; Lower is better
Parallel Queries:
Prompt Length:
Gemma 3 12B Instruct Model Details
Comparisons to Gemma 3 12B
Claude 4 Sonnet- Claude 4 Sonnet (Extended Thinking)
o4-mini (high)- GPT-4.1
- o3
Llama 4 Maverick- Llama 4 Scout
- Gemini 2.5 Flash Preview (May '25) (Reasoning)
- Gemini 2.5 Pro Preview (Mar' 25)
- Claude 3.7 Sonnet (Extended Thinking)
Mistral Medium 3
DeepSeek R1- DeepSeek V3 0324 (Mar' 25)
Grok 3 mini Reasoning (high)
Nova Premier
Qwen3 235B A22B (Reasoning)- GPT-4o (Nov '24)
Further details
Sonar Pro
Phi-4
LFM 40B
DBRX Instruct
MiniMax-Text-01
Llama 3.1 Nemotron Instruct 70B
Llama 3.1 Tulu3 405B
Reka Flash (Sep '24)
Hermes 3 - Llama-3.1 70B
Aya Expanse 32B
Jamba 1.6 Large
Arctic Instruct
Yi-Large
OpenChat 3.5 (1210)
Solar Mini