More exact GPT-5.4 tier for demanding professional reasoning and agent tasks
Specification
openai listing
Context
1.1M
Max output
128K
Released
2026-03-05
Knowledge cutoff
2025-08-31
Retires
2027-09-07
Open weights
no
Input
text, image
Output
text
Price
US dollars per million tokens · openai list price
Input
$30.00
Output
$180.00
Cache read
$3.00
Batch and priority prices
US dollars per million tokens · per listing
| Price | Listing | $/M |
|---|---|---|
| Batch input | openai | $15.00 |
| Batch output | openai | $90.00 |
| Priority input | azure_ai | $60.00 |
| Priority output | azure_ai | $360.00 |
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 |
|---|---|---|
| 272K | Cache read | $6.00 |
| 272K | Input | $60.00 |
| 272K | Output | $270.00 |
Quality
6 benchmarks · 1 source
Composite
95th
percentile of 334 scored models
Rank
17 / 334
±0.06 sd
Evidence
6 × 1
one source, or fewer than 3 benchmarks
Effort range
—
one configuration only
reasoning98th2/4 bench
math93rd3/7 bench
knowledge59th1/1 bench
Every score
one row per source and configuration — nothing averaged away
| Benchmark | Score | Configuration | Source | Run |
|---|---|---|---|---|
| Chess Puzzles | 58.6 ±5.0 | xhigh | Epoch AI | 2026-03-19 |
| FrontierMath-Tiers-1-3-v2 | 82.5 ±2.3 | xhigh | Epoch AI | 2026-06-13 |
| GPQA diamond | 94.6 ±1.6 | xhigh | Epoch AI | 2026-03-20 |
| FrontierMath-v1 | 50.0 ±2.9 | xhigh | Epoch AI | 2026-03-06 |
| FrontierMath-Tier-4-v2 | 58.5 ±7.8 | xhigh | Epoch AI | 2026-06-13 |
| SimpleQA Verified | 46.3 ±1.6 | xhigh | Epoch AI | 2026-08-27 |
The leading figure for a benchmark is the median across its configurations, so one heroic high-effort run cannot set the number.
Available from 20 hosts
| Host | In $/M | Out $/M | Cache rd | Cache wr | Context | Output | Retires |
|---|---|---|---|---|---|---|---|
| openaivendor | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| poe | $27.00 | $160.00 | — | — | 1.1M | 128K | — |
| azure | $30.00 | $180.00 | $3.00 | — | 1.1M | 128K | 2027-09-07 |
| azure_ai | $30.00 | $180.00 | $3.00 | — | 1.1M | 128K | 2027-09-07 |
| azure-cognitive-services | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| cloudflare-ai-gateway | $30.00 | $180.00 | — | — | 1M | 128K | — |
| edenai | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| impossibl | $30.00 | $180.00 | $3.00 | — | 1.1M | 128K | — |
| kilo | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| llmgateway | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| llmgateway-providers | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| ofox | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| opencode | $30.00 | $180.00 | $30.00 | — | 1.1M | 128K | — |
| openrouter | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| opper | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| orcarouter | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| requesty | $30.00 | $180.00 | $30.00 | — | 1.1M | 128K | — |
| vercel | $30.00 | $180.00 | — | — | 1.1M | 128K | — |
| zenmux | $45.00 | $225.00 | — | — | 1.1M | 128K | — |
| chatgpt · chatgpt | — | — | — | — | 1.1M | 128K | — |
Price history
append-only observations · a listing writes a row only when its price moves
| Date | Host | Field | $/M |
|---|---|---|---|
| 2026-09-02 | openrouter | Input | $30.00 |
| 2026-09-06 | openrouter | Input | $30.00 |
| 2026-09-02 | openrouter | Output | $180.00 |
| 2026-09-06 | openrouter | Output | $180.00 |
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same model, different key
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