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
824,541
Across 88 (subset, category) entries
Providers on OR
3
Azure + others
First seen
2026-05-08
61 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 | 99.58% | - | - | - |
| OpenAI | openai | 1.1M | $2.50 | $15.00 | 95.69% | - | - | - |
| Azure | azure/eu | 1.1M | $2.75 | $16.50 | - | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #6 | Industry Mathematical | high | 1504 | 2,658 | |
| #7 | Math | high | 1497 | 2,693 | |
| #8 | Expert | high | 1522 | 4,461 | |
| #10 | Multi Turn | high | 1493 | 9,280 | |
| #10 | Russian | high | 1492 | 5,421 | |
| #11 | French | high | 1501 | 1,814 | |
| #11 | Industry Legal And Government | high | 1489 | 3,965 | |
| #11 | Instruction Following | high | 1477 | 16,382 | |
| #11 | Japanese | high | 1481 | 506 | |
| #12 | Exclude Ties | high | 1488 | 38,614 | |
| #12 | Hard Prompts | high | 1500 | 32,206 | |
| #12 | Industry Business And Management And Financial Operations | high | 1483 | 10,055 | |
| #12 | Industry Writing And Literature And Language | high | 1467 | 12,460 | |
| #12 | Overall | high | 1478 | 50,378 | |
| #14 | Industry Business And Management And Financial Operations | - | 1476 | 10,687 | |
| #14 | Non English | high | 1469 | 26,543 | |
| #15 | Coding | high | 1521 | 13,454 | |
| #16 | English | high | 1481 | 23,828 | |
| #17 | Japanese | - | 1456 | 495 | |
| #17 | Polish | high | 1482 | 1,098 | |
| #18 | Hard Prompts English | high | 1498 | 15,927 | |
| #19 | Industry Life And Physical And Social Science | high | 1490 | 8,115 | |
| #19 | Longer Query | high | 1485 | 21,020 | |
| #21 | German | high | 1471 | 849 | |
| #21 | Industry Entertainment And Sports And Media | high | 1445 | 10,613 | |
| #21 | Industry Software And It Services | high | 1506 | 19,559 | |
| #21 | Industry Writing And Literature And Language | - | 1457 | 12,744 | |
| #22 | Multi Turn | - | 1482 | 9,933 | |
| #22 | Non English | - | 1459 | 27,754 | |
| #23 | Chinese | high | 1507 | 2,640 | |
| #23 | Coding | - | 1514 | 14,618 | |
| #23 | Instruction Following | - | 1463 | 17,672 | |
| #23 | Korean | high | 1428 | 828 | |
| #23 | Russian | - | 1472 | 5,737 | |
| #23 | Spanish | - | 1466 | 1,570 | |
| #24 | Longer Query | - | 1480 | 22,302 | |
| #25 | Industry Legal And Government | - | 1477 | 4,120 | |
| #27 | Creative Writing | high | 1446 | 8,409 | |
| #27 | Exclude Ties | - | 1474 | 40,841 | |
| #27 | Expert | - | 1497 | 4,822 | |
| #27 | French | - | 1482 | 1,838 | |
| #27 | Industry Software And It Services | - | 1502 | 20,961 | |
| #27 | Polish | - | 1468 | 1,074 | |
| #28 | Hard Prompts | - | 1489 | 34,474 | |
| #28 | Overall | - | 1467 | 53,056 | |
| #29 | Industry Mathematical | - | 1473 | 2,823 | |
| #30 | Hard Prompts English | - | 1488 | 17,206 | |
| #32 | Korean | - | 1419 | 872 | |
| #34 | English | - | 1471 | 25,292 | |
| #34 | Spanish | high | 1458 | 1,645 | |
| #35 | Chinese | - | 1500 | 2,840 | |
| #35 | Math | - | 1461 | 2,889 | |
| #36 | Industry Entertainment And Sports And Media | - | 1433 | 11,169 | |
| #38 | German | - | 1453 | 755 | |
| #39 | Industry Life And Physical And Social Science | - | 1477 | 8,555 | |
| #39 | Industry Medicine And Healthcare | high | 1477 | 3,698 | |
| #40 | Creative Writing | - | 1433 | 8,586 | |
| #57 | Industry Medicine And Healthcare | - | 1466 | 3,882 |
Vision
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #8 | Diagram | high | 1316 | 4,616 | |
| #8 | Homework | high | 1324 | 2,526 | |
| #8 | Ocr | high | 1302 | 12,334 | |
| #10 | Overall | high | 1283 | 16,980 | |
| #13 | Diagram | - | 1311 | 4,613 | |
| #13 | English | high | 1277 | 7,277 | |
| #13 | Homework | - | 1310 | 2,553 | |
| #16 | Chinese | high | 1316 | 972 | |
| #16 | Ocr | - | 1289 | 12,217 | |
| #18 | English | - | 1271 | 7,260 | |
| #18 | Overall | - | 1276 | 16,773 | |
| #20 | Humor | high | 1252 | 550 | |
| #21 | Chinese | - | 1306 | 882 | |
| #21 | Creative Writing Vision | - | 1274 | 941 | |
| #23 | Creative Writing Vision | high | 1271 | 876 | |
| #24 | Humor | - | 1248 | 578 | |
| #25 | Creative Writing | - | 1258 | 941 | |
| #27 | Creative Writing | high | 1249 | 876 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #16 | Image To Webdev | - | 1435 | 1,220 | |
| #24 | Webdev-html | medium harness: codex-harness | 1472 | 165 | |
| #25 | Overall | high harness: codex-harness | 1457 | 1,482 | |
| #25 | Webdev | high harness: codex-harness | 1457 | 1,482 | |
| #26 | Webdev-react | high harness: codex-harness | 1449 | 1,322 | |
| #28 | Webdev-html | high harness: codex-harness | 1456 | 160 | |
| #32 | Overall | medium harness: codex-harness | 1437 | 1,449 | |
| #32 | Webdev | medium harness: codex-harness | 1437 | 1,449 | |
| #33 | Webdev-react | medium harness: codex-harness | 1426 | 1,284 | |
| #42 | Webdev-react | - | 1388 | 635 | |
| #45 | Overall | - | 1394 | 721 | |
| #45 | Webdev | - | 1394 | 721 |