Compare Models
Select models (max 7)
Gemini 4 HydrogenClaude Fable 5.2
| Vals IndexGDP-weighted benchmark | 68.49%±0.99 | 71.31%±0.96 |
| Legal Research BenchAgentic US legal research | 53.85%±3.46 | 46.15%±3.46 |
| Finance Agent v2.1Core financial analyst tasks | 65.12%±2.04 | 69.47%±1.98 |
| Tax Agent BenchAgentic US corporate tax research | 52.30%±3.60 | 32.09%±3.37 |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | N/A | 55.71%±5.98 |
| Code Migration v1.1Rewriting programs in new languages | N/A | 83.27%±3.12 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 54.04%±3.31 | 65.15%±2.31 |
| Vibe Code Bench v1.1Building web apps from scratch | 87.78%±2.29 | 93.77%±1.15 |
Benchmarks
Vals Index *
Gemini 4 Hydrogen
0.00%± 0.99
(37/37)Claude Fable 5.2
0.00%± 0.96
(37/37)Legal Research Bench *
Gemini 4 Hydrogen
0.00%± 3.46
(94/94)Claude Fable 5.2
0.00%± 3.46
(94/94)Finance Agent v2.1 *
Gemini 4 Hydrogen
0.00%± 2.04
(40/40)Claude Fable 5.2
0.00%± 1.98
(40/40)Tax Agent Bench *
Gemini 4 Hydrogen
0.00%± 3.60
(85/85)Claude Fable 5.2
0.00%± 3.37
(85/85)Terminal-Bench-Science
Gemini 4 Hydrogen
N/AClaude Fable 5.2
0.00%± 5.98
(45/45)Code Migration v1.1 *
Gemini 4 Hydrogen
N/AClaude Fable 5.2
0.00%± 3.12
(30/30)Terminal-Bench 4.0
Gemini 4 Hydrogen
0.00%± 3.31
(64/64)Claude Fable 5.2
0.00%± 2.31
(64/64)Vibe Code Bench v1.1 *
Gemini 4 Hydrogen
0.00%± 2.29
(128/128)Claude Fable 5.2
0.00%± 1.15
(128/128)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, legal, and tax
Comparison by Industry
Model performance on different sections of the economy.
Legal
32.55%
vs.41.71%
Finance
64.41%
vs.59.65%
Math
N/A
vs.100.00%
Science
N/A
vs.63.74%
Coding
70.91%
vs.64.70%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$9.838
$17.94
Cost / TestVals Index
$9.838
vs.$17.94
Input Cost/ 1M Tokens
$1.50
vs.$8.00
Input Cache Write/ 1M Tokens
N/A
vs.$10.00
Input Cache Read/ 1M Tokens
$0.15
vs.$0.20
Output Cost/ 1M Tokens
$7.50
vs.$40.00
Model Metadata
Basic information about each model.
| Model provider | ||
| Latency | 1924.73s | 2621.82s |
| Cost (In/Out) | $1.5 / $7.5 | $8 / $40 |
| Context Window | 1M | 1M |
| Max Output Token | 1M | 128k |
| Input Modality |