OpenAI: GPT-5.4
Released Mar 5, 2026Try it on:
GPT-5.4 is OpenAI’s latest frontier model, unifying the Codex and GPT lines into a single system. It features a 1M+ token context window (922K input, 128K output) with support for...
Best overall rank
#10
Across all subsets · overall
Total arena votes
618,715
Across 84 (subset, category) entries
Providers on OR
2
Azure + others
First seen
2026-05-08
45 days tracked
Trend
Pricing
Per token
- Input (per 1M)
- $2.50
- Output (per 1M)
- $15.00
- Cache Read (per 1M)
- $0.250
Per unit
- Web search
- $0.010/call
Capabilities
Modality
text+image+file->textContext
1.1M tokens
Tokenizer
GPT
Max output
128K tokens
Moderation
Moderated
Supported parameters
include_reasoning
max_completion_tokens
max_tokens
reasoning
response_format
seed
structured_outputs
tool_choice
tools
Providers
| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Azure | azure | 1.1M | $2.50 | $15.00 | 99.95% | - | - | - |
| OpenAI | openai | 1.1M | $2.50 | $15.00 | 99.57% | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #6 | Math | high | 1503 | 2,285 | |
| #7 | Expert | high | 1524 | 3,597 | |
| #8 | Industry Mathematical | high | 1503 | 2,211 | |
| #10 | Industry Legal And Government | high | 1489 | 3,184 | |
| #10 | Industry Writing And Literature And Language | high | 1469 | 9,946 | |
| #10 | Japanese | high | 1476 | 371 | |
| #10 | Russian | high | 1494 | 4,509 | |
| #11 | Multi Turn | high | 1493 | 7,580 | |
| #11 | Overall | high | 1478 | 40,959 | |
| #12 | Exclude Ties | high | 1488 | 31,419 | |
| #12 | Hard Prompts | high | 1500 | 26,098 | |
| #12 | Instruction Following | high | 1477 | 13,343 | |
| #13 | German | high | 1478 | 677 | |
| #13 | Industry Business And Management And Financial Operations | high | 1483 | 8,167 | |
| #13 | Japanese | - | 1466 | 352 | |
| #15 | Industry Business And Management And Financial Operations | - | 1476 | 8,719 | |
| #15 | Spanish | - | 1469 | 1,216 | |
| #16 | Coding | high | 1521 | 10,857 | |
| #16 | English | high | 1481 | 19,173 | |
| #16 | French | high | 1499 | 1,454 | |
| #17 | Industry Entertainment And Sports And Media | high | 1448 | 8,353 | |
| #17 | Longer Query | high | 1486 | 16,701 | |
| #18 | Industry Legal And Government | - | 1481 | 3,290 | |
| #19 | Hard Prompts English | high | 1498 | 12,813 | |
| #20 | Industry Writing And Literature And Language | - | 1459 | 10,263 | |
| #21 | Industry Software And It Services | high | 1506 | 15,917 | |
| #21 | Instruction Following | - | 1465 | 14,474 | |
| #22 | Chinese | high | 1508 | 2,204 | |
| #22 | Industry Life And Physical And Social Science | high | 1489 | 6,649 | |
| #23 | Coding | - | 1514 | 11,958 | |
| #23 | Longer Query | - | 1481 | 17,885 | |
| #24 | Creative Writing | high | 1447 | 6,611 | |
| #24 | Expert | - | 1498 | 3,846 | |
| #25 | Korean | high | 1428 | 682 | |
| #25 | Russian | - | 1473 | 4,773 | |
| #26 | Industry Mathematical | - | 1473 | 2,364 | |
| #27 | Exclude Ties | - | 1474 | 33,525 | |
| #27 | Hard Prompts | - | 1489 | 28,095 | |
| #27 | Hard Prompts English | - | 1489 | 13,995 | |
| #27 | Overall | - | 1468 | 43,382 | |
| #28 | Multi Turn | - | 1478 | 8,130 | |
| #29 | English | - | 1472 | 20,582 | |
| #29 | Korean | - | 1424 | 723 | |
| #29 | Spanish | high | 1460 | 1,309 | |
| #30 | Industry Software And It Services | - | 1501 | 17,173 | |
| #32 | Math | - | 1460 | 2,433 | |
| #34 | Chinese | - | 1500 | 2,398 | |
| #34 | Industry Entertainment And Sports And Media | - | 1435 | 8,818 | |
| #36 | Creative Writing | - | 1438 | 6,834 | |
| #38 | French | - | 1477 | 1,476 | |
| #39 | German | - | 1448 | 605 | |
| #40 | Industry Life And Physical And Social Science | - | 1476 | 7,001 | |
| #48 | Industry Medicine And Healthcare | high | 1473 | 2,988 | |
| #58 | Industry Medicine And Healthcare | - | 1465 | 3,088 |
Vision
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #7 | Diagram | high | 1315 | 3,446 | |
| #7 | Homework | high | 1323 | 2,005 | |
| #9 | Ocr | high | 1303 | 9,292 | |
| #10 | Overall | high | 1283 | 12,727 | |
| #12 | Diagram | - | 1310 | 3,391 | |
| #12 | English | high | 1278 | 5,394 | |
| #13 | Homework | - | 1310 | 2,010 | |
| #14 | Ocr | - | 1289 | 9,042 | |
| #17 | Chinese | high | 1311 | 752 | |
| #17 | Humor | - | 1254 | 412 | |
| #17 | Overall | - | 1275 | 12,444 | |
| #18 | Creative Writing Vision | high | 1274 | 643 | |
| #18 | English | - | 1268 | 5,339 | |
| #19 | Chinese | - | 1303 | 679 | |
| #21 | Creative Writing Vision | - | 1269 | 675 | |
| #22 | Creative Writing | - | 1253 | 675 | |
| #23 | Creative Writing | high | 1253 | 643 | |
| #27 | Humor | high | 1240 | 390 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #16 | Image To Webdev | - | 1435 | 1,220 | |
| #23 | Webdev | high harness: codex-harness | 1457 | 1,482 | |
| #23 | Webdev-html | medium harness: codex-harness | 1473 | 165 | |
| #25 | Overall | high harness: codex-harness | 1457 | 1,482 | |
| #25 | Webdev-react | high harness: codex-harness | 1449 | 1,322 | |
| #28 | Webdev | medium harness: codex-harness | 1437 | 1,449 | |
| #28 | Webdev-html | high harness: codex-harness | 1456 | 160 | |
| #30 | Overall | medium harness: codex-harness | 1437 | 1,449 | |
| #31 | Webdev-react | medium harness: codex-harness | 1426 | 1,284 | |
| #36 | Overall | - | 1411 | 505 | |
| #36 | Webdev-react | - | 1402 | 452 | |
| #41 | Webdev | - | 1392 | 331 |