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
#9
▲ 1 vs 7d ago
Total arena votes
404,055
Across 84 (subset, category) entries
Providers on OR
2
Azure + others
First seen
2026-05-08
26 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 | 98.20% | - | - | - |
| OpenAI | openai | 1.1M | $2.50 | $15.00 | 96.41% | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| ★ #2 | Math | high | 1515 | 1,682 | |
| ★ #3 | Industry Mathematical | high | 1514 | 1,554 | |
| ★ #4 | Japanese | high | 1499 | 241 | |
| ★ #5 | Expert | high | 1527 | 2,446 | |
| ★ #5 | Multi Turn | high | 1497 | 5,201 | |
| #8 | French | high | 1509 | 905 | |
| #8 | Hard Prompts | high | 1503 | 17,428 | |
| #8 | Industry Writing And Literature And Language | high | 1472 | 6,710 | |
| #8 | Instruction Following | high | 1479 | 8,922 | |
| #8 | Japanese | - | 1479 | 229 | |
| #8 | Russian | high | 1494 | 3,164 | |
| #9 | Exclude Ties | high | 1492 | 21,183 | |
| #9 | German | high | 1483 | 488 | |
| #9 | Industry Business And Management And Financial Operations | high | 1482 | 5,487 | |
| #9 | Overall | high | 1480 | 28,246 | |
| #10 | Industry Business And Management And Financial Operations | - | 1479 | 5,907 | |
| #10 | Industry Legal And Government | high | 1485 | 2,161 | |
| #12 | Coding | high | 1521 | 7,181 | |
| #12 | English | high | 1483 | 13,071 | |
| #13 | Hard Prompts English | high | 1501 | 8,468 | |
| #13 | Industry Life And Physical And Social Science | high | 1491 | 4,591 | |
| #13 | Industry Writing And Literature And Language | - | 1463 | 6,954 | |
| #14 | Industry Legal And Government | - | 1481 | 2,160 | |
| #14 | Longer Query | high | 1488 | 10,627 | |
| #15 | Industry Entertainment And Sports And Media | high | 1449 | 5,430 | |
| #15 | Industry Software And It Services | high | 1507 | 10,750 | |
| #17 | Instruction Following | - | 1465 | 9,588 | |
| #17 | Multi Turn | - | 1483 | 5,551 | |
| #17 | Spanish | - | 1468 | 843 | |
| #18 | Hard Prompts English | - | 1494 | 9,328 | |
| #18 | Longer Query | - | 1483 | 11,342 | |
| #19 | Expert | - | 1500 | 2,533 | |
| #20 | English | - | 1476 | 14,049 | |
| #20 | Russian | - | 1473 | 3,251 | |
| #21 | Hard Prompts | - | 1492 | 18,711 | |
| #23 | Korean | high | 1428 | 496 | |
| #23 | Overall | - | 1469 | 29,672 | |
| #24 | Chinese | - | 1508 | 1,662 | |
| #24 | Coding | - | 1513 | 7,884 | |
| #24 | Creative Writing | high | 1446 | 4,460 | |
| #24 | Exclude Ties | - | 1477 | 22,464 | |
| #25 | Chinese | high | 1508 | 1,545 | |
| #26 | Korean | - | 1425 | 530 | |
| #27 | Industry Entertainment And Sports And Media | - | 1437 | 5,812 | |
| #27 | Industry Software And It Services | - | 1501 | 11,491 | |
| #30 | German | - | 1453 | 431 | |
| #30 | Spanish | high | 1461 | 929 | |
| #31 | Creative Writing | - | 1441 | 4,580 | |
| #31 | Industry Mathematical | - | 1466 | 1,602 | |
| #34 | Industry Life And Physical And Social Science | - | 1476 | 4,788 | |
| #34 | Math | - | 1455 | 1,763 | |
| #37 | Industry Medicine And Healthcare | high | 1476 | 2,012 | |
| #40 | French | - | 1473 | 900 | |
| #46 | Industry Medicine And Healthcare | - | 1471 | 2,066 |
Vision
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| ★ #5 | Homework | - | 1322 | 1,011 | |
| #8 | Diagram | high | 1310 | 1,597 | |
| #9 | Ocr | high | 1292 | 4,194 | |
| #10 | Homework | high | 1311 | 951 | |
| #11 | Diagram | - | 1304 | 1,500 | |
| #11 | Overall | high | 1277 | 5,884 | |
| #13 | Chinese | high | 1314 | 357 | |
| #13 | Creative Writing Vision | high | 1281 | 317 | |
| #13 | English | high | 1267 | 2,479 | |
| #14 | Ocr | - | 1284 | 3,939 | |
| #15 | Creative Writing | high | 1260 | 317 | |
| #15 | English | - | 1264 | 2,358 | |
| #15 | Overall | - | 1269 | 5,580 | |
| #16 | Humor | - | 1252 | 195 | |
| #24 | Creative Writing | - | 1246 | 340 | |
| #24 | Creative Writing Vision | - | 1260 | 340 | |
| #29 | Chinese | - | 1285 | 322 | |
| #31 | Humor | high | 1231 | 195 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #16 | Image To Webdev | - | 1435 | 1,220 | |
| #19 | Overall | high harness: codex-harness | 1457 | 1,483 | |
| #19 | Webdev | high harness: codex-harness | 1457 | 1,483 | |
| #19 | Webdev-html | medium harness: codex-harness | 1474 | 165 | |
| #19 | Webdev-react | high harness: codex-harness | 1449 | 1,323 | |
| #23 | Webdev-html | high harness: codex-harness | 1457 | 160 | |
| #25 | Overall | medium harness: codex-harness | 1437 | 1,449 | |
| #25 | Webdev | medium harness: codex-harness | 1437 | 1,449 | |
| #25 | Webdev-react | medium harness: codex-harness | 1426 | 1,284 | |
| #40 | Overall | - | 1388 | 239 | |
| #40 | Webdev | - | 1388 | 239 | |
| #43 | Webdev-react | - | 1371 | 216 |