aiml/flux/schnell
Current directoryCapability, route economics, service-level measurements and lifecycle evidence in one model-specific decision record.
Published Sep 14, 2026 · stale evidence · 0 benchmarks · 1 sources
Published benchmark evidence includes benchlm content observed outside the 8-day evidence window.
- Source overall score
- Not reported
- Blended $ / 1M (10:2)
- Not reported
- TTFT p50
- Not reported
Six-axis evidence
Derived rank-percentiles · same axes and scale as Compare · throughput remains a separate runtime axis.
aiml/flux/schnell
Exact capability values
Derived rank-percentile = 100 × (cohort size − rank) / (cohort size − 1). Only a published rank and its exact cohort size qualify; missing or single-entry cohorts remain gaps.
| Domain | Score / unit | Derived rank-percentile | Rank / cohort size | Source |
|---|---|---|---|---|
| Agentic | Not reported | Not reported | Not reported | Not reported |
| Coding | Not reported | Not reported | Not reported | Not reported |
| Reasoning | Not reported | Not reported | Not reported | Not reported |
| Math | Not reported | Not reported | Not reported | Not reported |
| Multimodal | Not reported | Not reported | Not reported | Not reported |
| Throughput | Not reported | Not reported | Not reported | Not reported |
Gaps are missing or ineligible evidence, never zero. Overall and Knowledge are not silently substituted for Math or runtime.
Runtime SLA evidence
A measured route and its conditions are required. Benchmark scores do not establish latency or throughput.
Time to first token (seconds)
Output throughput (tokens/second)
- TTFT
- Not reported
- Throughput
- Not reported
- Measured at
- Not reported
- Region
- Not reported
- Percentile
- Not reported
- Concurrency
- Not reported
- Streaming
- Not reported
- Runtime source
- Not reported
Identity, limits & route
- Provider
- aiml
- Access
- Unknown
- Context
- Not reported
- Maximum output
- Not reported
- Maximum input
- Not reported
- Input modalities
- Not reported
- Output modalities
- Not reported
- Representative route
- Route not verified
- Price source
- Not reported
Lifecycle & sunset
- Release
- Not reported
- Provider lifecycle status
- Not reported
- Sunset
- Not reported
- Replacement
- Not reported
- Directory status
- current
Directory presence is not a provider support or retirement promise.
Open the full lifecycle radarEndpoint & itemized price matrix
Source-shaped price fields stay separate from the blended scenario above.
The first matrix preserves prices recorded with these benchmark results. Current catalog facts are shown separately below and may differ.
| Host / route | Input $/1M | Output $/1M | Cache read | Cache write | Long context | Context window | Max output | Availability | Source / observed |
|---|---|---|---|---|---|---|---|---|---|
| aimllitellm:aiml:aiml%2Fflux%2Fschnell:image_generation | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Route not verifiedPrice evidence: corroborating | LiteLLM sourceSep 13, 2026 |
Current catalog · exact matching routes
Catalog catalog_a1fde82f709fd08cad5c8dd8_6747580c · published Sep 13, 2026. Matches require the same offer ID, provider and source model ID. A provider route expiry is not a model retirement or proof that the endpoint is offline.
No exact current catalog route facts are reported for this profile. Historical prices above remain benchmark-pinned evidence.
No current exact binding: litellm:aiml:aiml%2Fflux%2Fschnell:image_generation.
Workload-aware cost example
Derived scenario · 10M input + 2M output tokens / month
- Source input price
- Not reported
- Source output price
- Not reported
- Benchmark-pinned monthly cost
- Not reported
- Current exact-route monthly cost
- Not reported
- Current example catalog revision
- catalog_a1fde82f709fd08cad5c8dd8_6747580c
- Current price observation
- Not reported
- Formula
- 10 × input price + 2 × output price
- Blended price
- (10 × input price + 2 × output price) ÷ 12
Excludes cache, retries, tool calls and long-context tiers. Unknown required prices make the example unavailable. This is a price estimate, not a verified route-availability claim.
Use your own workloadHistory, conflicts & limitations
- First directory observation
Revision benchmark_358fa7e2426809dd5b0ef6eebfb01e75. This is not necessarily the model release date.
- Last directory observation
Revision benchmark_042b43f31b19a868c704a9e1f77b2223.
- LiteLLM evidence observed
- No route conflict is flagged in this snapshot; absence of a flag is not independent agreement.
- Cache write, long-context rates and runtime conditions remain Not reported until qualified evidence is published.
- Validate the selected route price, context limits, and evidence freshness before choosing.
Benchmark ledger and provenance
No eligible public overall score is available.
- Profile benchmark revision
- benchmark_042b43f31b19a868c704a9e1f77b2223
- Publication cache revision
- benchmark_042b43f31b19a868c704a9e1f77b2223+cache-20260914003702000-f621b422-e42a-47ce-9dda-29d7a3dde9a1
- Benchmark-pinned price catalog
- catalog_a1fde82f709fd08cad5c8dd8_6747580c
- Current catalog context
- catalog_a1fde82f709fd08cad5c8dd8_6747580c
- Current catalog published
- 2026-09-13T20:33:39.353Z
- Published
- 2026-09-14T00:37:02.000Z
- Checked
- 2026-09-14T00:37:02.000Z
- Generated
- 2026-09-14T00:37:02.000Z
- Fallback
- none
- Verified alias
- Canonical profile
- Model key
- source:litellm:aiml%2Fflux%2Fschnell
BenchLM · retained
- Source content observed
- 2026-08-30T02:15:58.000Z
- Source published
- 2026-08-29T16:34:49.708Z
- Last attempted
- 2026-09-14T00:38:19.104Z
- Last successfully verified
- 2026-08-30T02:15:58.000Z
- Content hash
- sha256:93e32b81e518ece89faa6ea4a32e4697d33bcb2e948c0f9d41d3bff11d7bc9eb
- Retained from
- benchmark_493ec3486292e24d894f626fae7a72d6
- Latest failure
- source_policy_rejected at 2026-09-14T00:38:19.104Z
LiteLLM · verified
- Source content observed
- 2026-09-13T12:00:01.864Z
- Source published
- Not reported
- Last attempted
- 2026-09-14T00:38:50.983Z
- Last successfully verified
- 2026-09-14T00:38:50.983Z
- Content hash
- sha256:b0e4eb602920d79596dc648e174fd4f58bffb9c6ca7d38269d412a66c061dd3c
- Retained from
- Not retained
- Latest failure
- No recorded failure
LMArena · verified
- Source content observed
- 2026-09-13T12:05:01.866Z
- Source published
- Not reported
- Last attempted
- 2026-09-14T00:43:48.635Z
- Last successfully verified
- 2026-09-14T00:43:48.635Z
- Content hash
- sha256:c5f20996733cf3fca0c500a1ba805738c50dfe6e2a8b7afb120783bfcb00f4e9
- Retained from
- Not retained
- Latest failure
- No recorded failure
OpenRouter · pinned
- Source content observed
- 2026-09-13T20:33:39.353Z
- Source published
- Not reported
- Last attempted
- Not reported
- Last successfully verified
- Not reported
- Content hash
- sha256:7e4207886128c1130f91baf8e492b92a089d47af5a032158b7d243e9342e0be9
- Retained from
- Not retained
- Latest failure
- No recorded failure
| Benchmark | Score | Rank | Weight | Last Updated | Source |
|---|