- Organizations
- Sourceful
- Riverflow 2.0 Fast
Riverflow 2.0 Fast: Benchmarks, Pricing & Context Window
Riverflow 2.0 Fast is a image generation model from Sourceful, released in February 2026.
Speed-optimized variant of Sourceful's Riverflow 2.0 agentic image model. Supports text-to-image, image-to-image, font control, and transparency at up to 2K resolution with ~15s typical latency.
Riverflow 2.0 Fast examples
Recent arena outputs from Riverflow 2.0 Fast, picked from the highest-ranked matchups.
Riverflow 2.0 Fast API
Set for image-to-image / editing models.
Run a request to see the response
Use it in your code
OpenAI-compatible endpoint through the LLM Stats gateway.
import requests
# Create the generation. wait="auto" long-polls (up to 60s) so most short
# jobs return as "completed" in a single round-trip.
res = requests.post(
"https://gateway.llm-stats.com/v1/generations",
headers={"Authorization": "Bearer YOUR_API_KEY"},
json={
"model": "riverflow-2.0-fast",
"input": {"prompt": "A beautiful sunset over mountains"},
"wait": "auto",
},
)
job = res.json()
# If it didn't finish inside the wait window, poll the same resource.
while job["status"] in ("queued", "running"):
res = requests.get(
f"https://gateway.llm-stats.com/v1/generations/{job['id']}",
params={"wait": 60},
headers={"Authorization": "Bearer YOUR_API_KEY"},
)
job = res.json()
if job["status"] == "completed":
print("image:", job["output"]["media"][0]["url"])
else:
print("Failed:", job["error"]["message"])Need an API key? Create one above in the playground, or read the API documentation.
Riverflow 2.0 Fast pricing
Providers
Riverflow 2.0 Fast starts at $0.0400 per generated image via Replicate.
| Provider | Price $/image | Latency s | Input | Output |
|---|---|---|---|---|
| $0.0400 | — |
Riverflow 2.0 Fast benchmarks
Image Arena Performance
Performance by category and language
Where Riverflow 2.0 Fast is strongest across prompt themes and languages. Conservative TrueSkill score (μ − 3σ), only axes with 3+ votes.
Leaderboard Rankings
Quality Tracker
Similar Models
How Riverflow 2.0 Fast compares to its closest neighbors on each image arena it competes in.
Riverflow 2.0 Fast license
Riverflow 2.0 Fast is released under the Proprietary license, which restricts commercial use.
- License
- Proprietary
- Non-commercial
Proprietary license - usage restrictions apply
Models like Riverflow 2.0 Fast
Other image models ranked closest to Riverflow 2.0 Fast.
FAQ
Common questions about Riverflow 2.0 Fast.