Cloudflare · Hosted multimodal decision modelProvider documentation discovered 2026-10-11
Matched LiveBench pending
- Input / output per 1M
- $0.15 / $0
- Context
- 64K
- LiveBench
- Awaiting comparable results
Workers AI documented rates · USD
Choose from your own answer options using text, images, audio or video. Clef Omni returns a confidence score for each answer instead of writing a paragraph.
Provider specifications ↗
Nace.AI · Local diffusion decision checkpointProvider documentation discovered 2026-10-11
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 33K
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
Run this decision model on your own hardware. Give it background information and questions with fixed answer options; it returns confidence scores instead of prose. It is based on Efficient-DLM-8B.
Provider specifications ↗
Nace.AI · Local decision checkpointProvider documentation discovered 2026-10-11
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 131K
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
Run the downloadable 9B Drex model on your own hardware. It uses the same fixed-answer format as the online service, but has separate hardware, license and setup requirements.
Provider specifications ↗
Nace.AI · Native API contract verifiedReleased 2026-09-28
Matched LiveBench pending
- Input / output per 1M
- $0.05 / $0
- Context
- 131K
- LiveBench
- Awaiting comparable results
Native Drex API · USD
Send a document to Nace’s online Drex service and ask it to choose an answer, route a ticket or score a condition. It returns the requested decision instead of a paragraph.
Provider specifications ↗
Fireworks · Provider documented routerAnnounced 2026-09-28
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A coding router that chooses Claude Opus or a Fireworks open model for each user turn. Consider it when routine coding work could run on a cheaper model, then compare completed tasks and total session bills.
Provider specifications ↗
TII / Falcon · Announced dialect specialistAnnounced 2026-10-06
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A text model adapted for Emirati Arabic, including local vocabulary, idioms and cultural context. It can be useful when a general Arabic assistant answers in the wrong dialect.
Provider specifications ↗
LightOn · Document extraction checkpointAnnounced 2026-10-08
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
Read page images into text, tables and labeled layout regions. This is the larger checkpoint; test it against the smaller versions on your documents.
Provider specifications ↗
LightOn · Document extraction checkpointAnnounced 2026-10-08
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
Read page images into text, tables and labeled layout regions. This variant keeps the earlier LightOnOCR-2 architecture.
Provider specifications ↗
LightOn · Document extraction checkpointAnnounced 2026-10-08
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
Read page images into text, tables and labeled layout regions. This is the smallest checkpoint in the family.
Provider specifications ↗
FINAL-Bench · Open-weight decision checkpointProvider documentation discovered 2026-10-10
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
This second Darwin release adds training for choosing actions and workflow steps. Test it separately from version 1, including whether its confidence scores match how often it is right.
Provider specifications ↗
FINAL-Bench · Open-weight decision checkpointProvider documentation discovered 2026-10-10
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A downloadable text model that scores your fixed answer choices in one processing pass per question.
Provider specifications ↗
Microsoft · Hosted decision modelReleased 2026-10-09
Matched LiveBench pending
- Input / output per 1M
- $0.042 / $0
- Context
- 33K
- LiveBench
- Awaiting comparable results
Microsoft base rate / matching Gateway quote · USD
Classify a ticket, choose a workflow step or grade an answer against your rubric. Microsoft’s new text-only decision model returns probabilities over the options you supply, rather than writing a response.
Provider specifications ↗
Ai2 · Byte-level research checkpointAnnounced 2026-10-07
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A research model that reads and writes bytes instead of ordinary subword tokens. Ai2’s October 7 announcement highlights this new checkpoint; repository creation and modification dates are in August, so announcement and artifact dates stay separate.
Provider specifications ↗
Ai2 · Byte-level research checkpointAnnounced 2026-10-07
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A research model that reads and writes bytes instead of ordinary subword tokens. Ai2’s October 7 announcement highlights this new checkpoint; repository creation and modification dates are in August, so announcement and artifact dates stay separate.
Provider specifications ↗
Liquid AI · Open-weight decision checkpointReleased 2026-10-07
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 16K
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
An experimental local decision checkpoint for text with images or audio. It can route spoken requests without generating a transcript or free-form answer.
Provider specifications ↗
Liquid AI · Open-weight decision checkpointReleased 2026-10-07
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 33K
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A local decision checkpoint for text and images. It returns fixed answers in one pass rather than writing a response.
Provider specifications ↗
Liquid AI · Hosted decision modelReleased 2026-10-05
Matched LiveBench pending
- Input / output per 1M
- $0.04 / $0
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Direct decision API base rate · USD
Use this hosted model when your task has a fixed set of answers, such as routing a ticket or checking a record. It accepts images directly; it is distinct from the two downloadable d1 checkpoints.
Provider specifications ↗
Callstack · Specialized hosted modelReleased 2026-10-01
Matched LiveBench pending
- Input / output per 1M
- $0.5 / $3
- Context
- 262K
- LiveBench
- Awaiting comparable results
AI Gateway offer · USD
A model trained for React Native and React engineering, with Next.js use described by the provider. The native pinned version is October 1; Gateway availability is a separate October 8 offer. Comparable independent coding results are pending.
Provider specifications ↗
OpenAI · Public beta API offerReleased 2026-10-06
Matched LiveBench pending
- Input / output per 1M
- $0.1 / $0
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Direct Decisions API · USD
Use GPT-6 Luna to answer yes/no questions, choose from named options or score an answer against your rules. Each answer has a confidence score. Chat benchmark results do not tell us how accurate these decisions will be.
Provider specifications ↗
Ai2 · Open-weight research modelReleased 2026-10-02
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 41K
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A model for turning a research question and supplied literature excerpts into a cited report. Its published development studies do not compare today’s frontier models.
Provider specifications ↗
Aleph Alpha · Open-weight checkpointReleased 2026-10-03
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 1.05M
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A German and English reasoning model with tool support and downloadable model files. Comparable independent general-task results and hosted token prices are still missing.
Provider specifications ↗
Reka · Research previewAnnounced 2026-10-05
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A research preview for understanding and generating text, images and video. We have not independently verified general-task quality, response time or billing here.
Provider specifications ↗
Reflection · Early access betaReleased 2026-10-05
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 262K
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
A text model for coding and tool-based work, currently behind beta access. Its API limits and five effort settings are documented; comparable independent results and public token prices are not verified.
Provider specifications ↗
OpenAI · Restricted research accessProvider documentation discovered 2026-10-05
Matched LiveBench pending
- Input / output per 1M
- $5 / $25
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Direct restricted API · USD
A specialized life-sciences reasoning model for approved research organizations. OpenAI lists October 5 as its billing start; this is a pricing milestone, not a new model launch. Comparable independent benchmarks are pending.
Provider specifications ↗
TypeSafe AI · Hosted decision routeAnnounced 2026-09-16
Matched LiveBench pending
- Input / output per 1M
- $0.042 / $0
- Context
- 32K
- LiveBench
- Awaiting comparable results
AI Gateway decision offer · USD
A decision service from TypeSafe, available through AI Gateway. Gateway announced it on September 16, while its catalog says September 15; neither confirms when the underlying model first launched. Comparable independent accuracy and confidence-score tests are still missing.
Provider specifications ↗
DeepSeek · Hosted serving variantProvider documentation discovered 2026-10-03
Matched LiveBench pending
- Input / output per 1M
- $0.3 / $1.2
- Context
- 1.05M
- LiveBench
- Awaiting comparable results
AI Gateway routed offer · USD
AI Gateway offers this version of V4.1 Flash for faster serving. We do not yet have comparable speed measurements, and results for the standard service are not assigned to this version.
Catalog observation ↗
Convai Innovations · Hosted decision routeProvider documentation discovered 2026-10-03
Matched LiveBench pending
- Input / output per 1M
- $0 / $0
- Context
- 8K
- LiveBench
- Awaiting comparable results
Boundless Gateway promotion · USD
A model for choosing from fixed answers through AI Gateway. Access was announced on October 1. We have not confirmed the underlying model’s launch date or found comparable independent quality tests.
Provider specifications ↗
Google · Announced · restricted accessAnnounced 2026-09-30
Matched LiveBench pending
- Input / output per 1M
- $2 / $10
- Context
- Not verified
- LiveBench
- Awaiting comparable results
Announced introductory rates · USD
Google announced Argon for phased access through the Fairwind Program. Broad availability and a public API model ID remain unverified.
Catalog observation ↗
Cloudflare · Provider documentedReleased 2026-10-01
Matched LiveBench pending
- Input / output per 1M
- $0.038 / $0
- Context
- 25K
- LiveBench
- Awaiting comparable results
Workers AI documented rates · USD
Use text and images to choose from answers you define. The model files are available under Apache 2.0, and Cloudflare offers an online decision service. We have not independently reproduced the provider’s accuracy or speed comparisons.
Provider specifications ↗
Cloudflare · Provider documentedReleased 2026-10-01
Matched LiveBench pending
- Input / output per 1M
- $0.24 / $0
- Context
- 66K
- LiveBench
- Awaiting comparable results
Workers AI documented rates · USD
Use text and images to choose from answers you define. The model files are available under Apache 2.0, and Cloudflare offers an online decision service. We have not independently reproduced the provider’s accuracy or speed comparisons.
Provider specifications ↗
Perplexity · Provider documentedProvider documentation discovered 2026-10-02
Matched LiveBench pending
- Input / output per 1M
- $0.04 / $0
- Context
- 262K
- LiveBench
- Awaiting comparable results
Direct Decisions API · USD
A decision model with downloadable Apache 2.0 model files and a dedicated online API. It accepts text and images and gives confidence scores for fixed answers. The provider’s tests are not comparable independent results, and its launch date is not confirmed here.
Provider specifications ↗
InclusionAI · Hosted route documentedProvider documentation discovered 2026-10-02
Matched LiveBench pending
- Input / output per 1M
- $0 / $0
- Context
- 262K
- LiveBench
- Awaiting comparable results
AI Gateway promotion · USD
Hybrid reasoning model with a temporary Vercel AI Gateway promotion through October 13, 2026. The standard route begins billing afterward; the -free route stops serving. Exact cutoff time and later rates are unverified. No independent matched score is assigned.
Provider specifications ↗
MiniMax · Provider documentedProvider documentation discovered 2026-10-01
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 1.00M
- LiveBench
- Awaiting comparable results
Provider specifications · prices unverified
Provider-documented preview with always-on reasoning and five effort controls; omitted API effort defaults to max. Currently available through M Plan and MiniMax Code. Launch date, public per-token pricing, measured speed and exact matched independent benchmarks remain unverified.
Provider specifications ↗
InclusionAI · Paid catalog offerCatalog added 2026-09-04 UTC
Matched LiveBench pending
- Input / output per 1M
- $0.042 / $0.1232
- Context
- 262K
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
The paid route replaces a formerly free catalog entry for this health-focused text model. This is a serving-offer change, not a verified new base-model launch. Medical-domain claims and tool support are catalog declarations; no independent clinical reliability is established.
Catalog observation ↗
StepFun · Provider documented previewCatalog added 2026-10-08 UTC
Matched LiveBench pending
- Input / output per 1M
- $1 / $2.7
- Context
- 1.00M
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
A new routed offer for StepFun’s coding and knowledge-work model. Native documentation supports text, image and video input, tools, 1M context and 64K output. The Gateway output allowance differs; check your exact endpoint. No matched independent score is assigned.
Provider specifications ↗
Anthropic · Provider verifiedReleased 2026-10-07
Matched LiveBench
- Input / output per 1M
- $0.1 / $0.5
- Context
- 1.00M
- LiveBench
- 67.9 · max
OpenRouter offer · USD
Five native effort levels with medium default; thinking is on by default. The 1M context and 128K output limits are documented. Prompts above 100K use five times the base token rates. Its newer tokenizer can count the same text differently from Haiku 4.5; compare actual billed usage before switching.
Compare tested effort levels ↗Provider specifications ↗
Mistral · Public previewReleased 2026-10-06
Matched LiveBench
- Input / output per 1M
- $0.68 / $2.09
- Context
- 1.05M
- LiveBench
- 71.8 · high
OpenRouter offer · USD
Preview API access is available; open weights are planned for later in October. The October 9 routed offer now declares 1,048,576 context tokens, up from 524,288, and 262,144 maximum output. The two-week 50% launch discount announced October 6 is unchanged; exact cutoff time is unverified.
Provider specifications ↗
NVIDIA · Routing systemCatalog added 2026-09-21 UTC
Matched LiveBench pending
- Input / output per 1M
- Unknown
- Context
- 1.00M
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
Switchyard chooses from a configured group of models. OpenRouter says each request uses the selected model’s price and input capacity. There is no single confirmed fixed rate or guaranteed one-million-token capacity for every request; catalog placeholders do not mean it is free.
Provider specifications ↗
Unbiased · Composite systemReleased 2026-10-01
Matched LiveBench pending
- Input / output per 1M
- $0.8 / $3.2
- Context
- 1.05M
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
The provider describes a system that combines models, rather than a separate model you can download. Its preview can change. The provider’s early tests use different questions and tools, so we do not assign a comparable benchmark score here.
Provider specifications ↗
Apodex · Catalog offerCatalog added 2026-10-01 UTC
Matched LiveBench pending
- Input / output per 1M
- $0 / $0
- Context
- 262K
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
A free OpenRouter offer for an existing Apodex model. Apodex’s own API separately lists $0.08 input, $0.008 reused input and $0.80 output per million tokens. Those paid rates do not apply to this free offer. Its capacity and comparable independent results are not confirmed.
Provider specifications ↗
OpenAI · Provider verifiedReleased 2026-09-29
Matched LiveBench
- Input / output per 1M
- $2 / $10
- Context
- 1.05M
- LiveBench
- 81.6 · max
OpenRouter offer · USD
Five supported effort levels: low, medium (the API default), high, extra high and max. None and minimal are unsupported. Tool calling uses Responses; Chat Completions supports requests without tools.
Compare tested effort levels ↗Provider specifications ↗
Anthropic · Provider verifiedReleased 2026-09-28
Matched LiveBench
- Input / output per 1M
- $2 / $10
- Context
- 1.00M
- LiveBench
- 75.7 · max
OpenRouter offer · USD
Adaptive thinking, high default effort and 128K maximum output. Migration changes affect forced tool use, thinking replay and older computer-use tools.
Compare tested effort levels ↗Provider specifications ↗
OpenAI · Catalog variantCatalog added 2026-09-29 UTC
Matched LiveBench pending
- Input / output per 1M
- $2 / $10
- Context
- 1.05M
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
OpenRouter describes this as GPT-6.1 Sol served in pro mode, with greater token use. It is a serving variant; no independent result is assigned from the base model.
Catalog observation ↗
Z.ai · Catalog variantCatalog added 2026-09-23 UTC
Matched LiveBench pending
- Input / output per 1M
- $2.8 / $8.8
- Context
- 1.00M
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
A separately listed service for GLM 5.3. We have not verified its advertised speed with comparable measurements or assigned it the standard model’s benchmark results.
Catalog observation ↗
Alibaba · Catalog variantCatalog added 2026-09-23 UTC
Matched LiveBench pending
- Input / output per 1M
- $4 / $12
- Context
- 1.00M
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
A separately listed service for Qwen3.8 Max. Comparable benchmark results and measured speed for this specific version are not confirmed.
Catalog observation ↗
Fireworks · Provider verifiedReleased 2026-09-23
Matched LiveBench pending
- Input / output per 1M
- $3 / $15
- Context
- 1.05M
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
Research preview announced September 23 with temporary two-week serverless access. Vendor claims about shorter reasoning are not independently measured task costs; verify availability.
Provider specifications ↗
AionLabs · Provider documented compositeReleased 2026-09-23
Matched LiveBench pending
- Input / output per 1M
- $3 / $6
- Context
- 262K
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
A text-generation model listed in the provider catalog. We have not verified its general-task or storytelling performance in comparable independent tests.
Catalog observation ↗
AionLabs · Provider documented compositeReleased 2026-09-23
Matched LiveBench pending
- Input / output per 1M
- $0.7 / $1.4
- Context
- 262K
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
A lower-priced text-generation service. Test answer quality and retries before assuming it will cost less to complete your tasks.
Catalog observation ↗
Perceptron · Provider verifiedReleased 2026-09-25
Matched LiveBench pending
- Input / output per 1M
- $0.15 / $1.5
- Context
- 37K
- LiveBench
- Awaiting comparable results
OpenRouter offer · USD
Provider verifies text, image, audio and video input and 32K context; this catalog offer advertises 36,864 tokens. Confirm the selected endpoint limit. Specialized performance is not scored using another model’s text benchmarks.
Provider specifications ↗