Preview Gemini flagship for complex reasoning, coding, and rich multimodal prompts
Specification
vertex_ai listing
Context
1M
Max output
66K
Released
2025-11-18
Knowledge cutoff
2025-06
Retires
—
Open weights
no
Input
text, image
Output
text
Price
US dollars per million tokens · vertex_ai list price
Input
$2.00
Output
$12.00
Cache read
$0.20
Cache write
$2.50
Batch and priority prices
US dollars per million tokens · per listing
| Price | Listing | $/M |
|---|---|---|
| Batch input | vertex_ai | $1.00 |
| Batch output | vertex_ai | $6.00 |
| Priority input | vertex_ai | $3.60 |
| Priority output | vertex_ai | $21.60 |
Batch input is 50% below the interactive input price at the same listing.
Long-context price tiers
the rate above each context threshold
| Above | Price | $/M |
|---|---|---|
| 200K | Cache read | $0.40 |
| 200K | Cache write | $0.25 |
| 200K | Input | $4.00 |
| 200K | Output | $18.00 |
Quality
5 benchmarks · 2 sources
Composite
90th
percentile of 344 scored models
Rank
36 / 344
±0.06 sd
Evidence
5 × 2
3 or more benchmarks, from 2 or more sources
Effort range
6.2
points between effort settings
coding75th1/3 bench
reasoning94th1/4 bench
math89th3/7 bench
Every score
one row per source and configuration — nothing averaged away
| Benchmark | Score | Configuration | Source | Run |
|---|---|---|---|---|
| FrontierMath-v1 | 58.8 ±2.8 | default · 2 runs | Epoch AI | 2025-11-21 |
| GPQA diamond | 92.6 ±1.7 | default | Epoch AI | 2025-11-19 |
| OTIS Mock AIME 2024-2025 | 91.4 ±3.7 | default | Epoch AI | 2025-11-19 |
| SWE-Bench verified | 75.8 | default · mini-SWE-agent · 2 runs | SWE-bench | — |
| ↳ | 72.9 ±2.0 | default | Epoch AI | 2026-02-13 |
| ↳ | 69.6 | high · mini-SWE-agent | SWE-bench | — |
| Sources and settings disagree by 6.2 points. Both figures stand. | ||||
| FrontierMath-Tier-4-2025-07-01 | 9.4 ±5.7 | default · 2 runs | Epoch AI | 2025-11-21 |
The leading figure for a benchmark is the median across its configurations, so one heroic high-effort run cannot set the number.
Available from 9 hosts
| Host | In $/M | Out $/M | Cache rd | Cache wr | Context | Output | Retires |
|---|---|---|---|---|---|---|---|
| vertex_aivendor | $2.00 | $12.00 | $0.20 | — | 1M | 66K | — |
| qihang-ai | $0.57 | $3.43 | — | — | 1M | 65K | — |
| jiekou | $1.80 | $10.80 | — | — | 1M | 66K | — |
| 302ai | $2.00 | $12.00 | — | — | 1M | 64K | — |
| databricks | $2.00 $2.50 | $12.00 $15.00 | $0.20 $0.25 | $2.50 | 1M | 66K | — |
| helicone | $2.00 | $12.00 | $0.20 | — | 1M | 66K | — |
| opencode | $2.00 | $12.00 | $0.20 | — | 1M | 66K | — |
| replicate · replicate | $2.00 | $12.00 | — | — | — | — | — |
| anyapi | — | — | — | — | 1M | 66K | — |
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