Summarize is 4.0× cheaper per million tokens (blended). Summarize has the larger context window (1,000,000 vs 131,072 tokens, 7.6×). gpt-oss-20b is open-weights; the other is not.
gpt-oss-20b vs Summarize
Live catalog fields. Best-in-row is highlighted.
gpt-oss-20bopen
OpenAI · openai__gpt-oss-20b
Summarize
Scaledown · scaledown__summarize
Identity
| Field | openai__gpt-oss-20b | scaledown__summarize |
|---|---|---|
| Provider | OpenAI | Scaledown |
| Slug | openai__gpt-oss-20b | scaledown__summarize |
| Status | live | live |
| Open weights | Yes | No |
| License | — | — |
| HuggingFace | openai/gpt-oss-20b | — |
Quality
| Field | openai__gpt-oss-20b | scaledown__summarize |
|---|---|---|
| Quality index (0–100) | — | — |
Cost
| Field | openai__gpt-oss-20b | scaledown__summarize |
|---|---|---|
| Input $ / 1M tokens | $0.03 | $0.04 |
| Cached input $ / 1M | $0.03 | — |
| Output $ / 1M tokens | $0.13 | $0.00 |
Context
| Field | openai__gpt-oss-20b | scaledown__summarize |
|---|---|---|
| Max context tokens | 131,072 | 1,000,000 |
| Max output tokens | 117,964 | 4,000 |
Modalities
| Field | openai__gpt-oss-20b | scaledown__summarize |
|---|---|---|
| Input | text | text, image, file |
| Output | text | text |