Image generators
Ideogram 3.0 Turbo
The one generator in the cohort the catalog has never used; included as the outside comparison.
What it is
- Maker: Ideogram
- Called through: Replicate
- Model string:
ideogram-ai/ideogram-v3-turbo - Price per render: $0.030 (source, read 2026-09-07)
- Seed accepted on this path: yes
- Negative prompt accepted: no
- Prompt rewriting switched off by: magic_prompt_option=Off
- In the catalog pipeline: no
On an explicit prompt this generator is not measured here; its provider forbids adult content in its terms. Not measured. Ideogram's API terms forbid pornographic content (ideogram.ai/legal/api-tos, read 2026-09-07). The comparison sends clothed documentary prompts only.
Across 9 peoples, 33 renders
Cohort score -1.79: the mean over peoples of this generator's mean render log-likelihood score, every people weighted the same; higher is a closer match.
| Dimension | Mean share of renders inside the measured range | Peoples scored |
|---|---|---|
| Skin tone (Fitzpatrick) | 100% | 7 |
| Eye color | 96% | 7 |
| Epicanthic fold | 100% | 7 |
| Hair texture | 100% | 7 |
| Hair color | 95% | 7 |
By prompt register: traditional -1.79 over 7 peoples.
Peoples in the comparison, alphabetical
Each cell shows every generator's score for that people, this one in gold. Open a people to see the renders side by side. The list is alphabetical and stays that way.
- Acholi
- Recraft V3: none
- FLUX 1.1 Pro: none
- FLUX.1 schnell: none
- Stable Image Core: none
- Ideogram 3.0 Turbo: none
- Chechens
- Recraft V3: -2.67, 13 of 16 plausible
- FLUX 1.1 Pro: -5.43, 16 of 20 plausible
- FLUX.1 schnell: -8.79, 12 of 20 plausible
- Stable Image Core: -4.46, 12 of 18 plausible
- Ideogram 3.0 Turbo: -3.74, 17 of 19 plausible
- Fijians
- Recraft V3: -1.29, 20 of 20 plausible
- FLUX 1.1 Pro: none
- FLUX.1 schnell: none
- Stable Image Core: -2.41, 20 of 20 plausible
- Ideogram 3.0 Turbo: -2.47, 5 of 5 plausible
- Hmong
- Recraft V3: -1.02, 20 of 20 plausible
- FLUX 1.1 Pro: -1.65, 19 of 19 plausible
- FLUX.1 schnell: -0.75, 16 of 16 plausible
- Stable Image Core: -0.87, 20 of 20 plausible
- Ideogram 3.0 Turbo: -1.02, 20 of 20 plausible
- Maasai
- Recraft V3: none
- FLUX 1.1 Pro: none
- FLUX.1 schnell: none
- Stable Image Core: none
- Ideogram 3.0 Turbo: none
- Marathi
- Recraft V3: -1.91, 20 of 20 plausible
- FLUX 1.1 Pro: -2.23, 20 of 20 plausible
- FLUX.1 schnell: -1.91, 18 of 18 plausible
- Stable Image Core: -0.82, 18 of 18 plausible
- Ideogram 3.0 Turbo: -0.89, 19 of 19 plausible
- Uyghurs
- Recraft V3: -2.40, 20 of 20 plausible
- FLUX 1.1 Pro: -2.00, 20 of 20 plausible
- FLUX.1 schnell: -1.88, 19 of 19 plausible
- Stable Image Core: -1.98, 20 of 20 plausible
- Ideogram 3.0 Turbo: -1.90, 20 of 20 plausible
- Uzbeks
- Recraft V3: -3.06, 18 of 19 plausible
- FLUX 1.1 Pro: -3.89, 13 of 15 plausible
- FLUX.1 schnell: -2.14, 17 of 17 plausible
- Stable Image Core: -2.22, 19 of 19 plausible
- Ideogram 3.0 Turbo: -2.15, 19 of 19 plausible
- Zulu
- Recraft V3: -0.37, 20 of 20 plausible
- FLUX 1.1 Pro: -0.35, 18 of 18 plausible
- FLUX.1 schnell: -0.35, 18 of 18 plausible
- Stable Image Core: -0.37, 20 of 20 plausible
- Ideogram 3.0 Turbo: -0.34, 18 of 18 plausible