gemma-4-31b
Public AI IQ model profile with source-backed benchmark results and derived ranking context.
IQ
101
EQ
105
Effective Cost
$0.2457
IQ Rank
#99
gemma-4-31b API pricing — full price table, workload cost examples, and cheaper alternatives.
IQ Dimensions
| Dimension | IQ | Coverage |
|---|---|---|
| Abstract Reasoning | 86 | 0/3 |
| Mathematical Reasoning | 95 | 0/5 |
| Academic Reasoning | 119 | 5/6 |
| Programmatic Reasoning | 99 | 2/5 |
| Computer Use | 101 | 0/5 |
| Reliability | 108 | 6/6 |
Benchmark Results
| Benchmark | Score | Dimension |
|---|---|---|
| AA Long Context Reasoning v1.1 | 69.6667 | Reliability |
| AA Omniscience | -47.9333 | Reliability |
| BullshitBench v2 | 25 | Reliability |
| CritPt | 1.4286 | Academic Reasoning |
| FACTS Grounding | 80.6716 | Reliability |
| GPQA Diamond | 85.6566 | Academic Reasoning |
| Humanity's Last Exam | 23.633 | Academic Reasoning |
| IFBench | 75.5782 | Reliability |
| MMMU-Pro | 73.4104 | Academic Reasoning |
| SciCode | 45.4861 | Academic Reasoning |
| SimpleQA Verified | 10.4 | Reliability |
| SWE-rebench | 16.5 | Programmatic Reasoning |
Compare
Frequently Asked Questions
- What is the IQ of gemma-4-31b?
- gemma-4-31b has an estimated IQ of 101, which ranks #99 out of 143 public models on the AI IQ leaderboard. The score combines six equally weighted reasoning dimensions using measured benchmark results and conservative estimates for missing coverage.
- What is the EQ of gemma-4-31b?
- gemma-4-31b has an estimated EQ of 105. EQ measures emotional reasoning — how well a model reads and responds to emotional context — and is scored separately from IQ.
- How much does gemma-4-31b cost?
- gemma-4-31b costs $0.12 per million input tokens and $0.35 per million output tokens. Adjusted for how many tokens it actually consumes on real tasks, its effective cost works out to $0.2457 per million input-plus-output tokens.
- Is gemma-4-31b open source?
- Yes — gemma-4-31b is an open-weights model: its trained weights are published, so it can be downloaded and self-hosted.
- When was gemma-4-31b released?
- gemma-4-31b was publicly released on April 2, 2026.
- How large is the context window of gemma-4-31b?
- gemma-4-31b supports a context window of 256,000 tokens — the amount of text it can consider in a single request.
- How fast is gemma-4-31b?
- In independent measurements, gemma-4-31b generates about 34 tokens per second, with a typical response time of about 66 seconds.