[Preview] v1.80.0-stable - Agent Hub Support

November 15, 2025

Krrish Dholakia

CEO, LiteLLM

Ishaan Jaff

CTO, LiteLLM

Deploy this version

Docker
Pip

docker run litellm
docker run \
-e STORE_MODEL_IN_DB=True \
-p 4000:4000 \
ghcr.io/berriai/litellm:v1.80.0.rc.2

pip install litellm
pip install litellm==1.80.0

Key Highlights

🆕 Agent Hub Support - Register and make agents public for your organization
RunwayML Provider - Complete video generation, image generation, and text-to-speech support
GPT-5.1 Family Support - Day-0 support for OpenAI's latest GPT-5.1 and GPT-5.1-Codex models
Prometheus OSS - Prometheus metrics now available in open-source version
Vector Store Files API - Complete OpenAI-compatible Vector Store Files API with full CRUD operations
Embeddings Performance - O(1) lookup optimization for router embeddings with shared sessions

Agent Hub

This release adds support for registering and making agents public for your organization. This is great for Proxy Admins who want a central place to make agents built in their organization, discoverable to their users.

Here's the flow:

Add agent to litellm.
Make it public.
Allow anyone to discover it on the public AI Hub page.

Get Started with Agent Hub

Performance – `/embeddings` 13× Lower p95 Latency

This update significantly improves /embeddings latency by routing it through the same optimized pipeline as /chat/completions, benefiting from all previously applied networking optimizations.

Results

Metric	Before	After	Improvement
p95 latency	5,700 ms	430 ms	−92% (~13× faster)**
p99 latency	7,200 ms	780 ms	−89%
Average latency	844 ms	262 ms	−69%
Median latency	290 ms	230 ms	−21%
RPS	1,216.7	1,219.7	+0.25%

Test Setup

Category	Specification
Load Testing	Locust: 1,000 concurrent users, 500 ramp-up
System	4 vCPUs, 8 GB RAM, 4 workers, 4 instances
Database	PostgreSQL (Redis unused)
Configuration	config.yaml
Load Script	no_cache_hits.py

🆕 RunwayML

Complete integration for RunwayML's Gen-4 family of models, supporting video generation, image generation, and text-to-speech.

Supported Endpoints:

/v1/videos - Video generation (Gen-4 Turbo, Gen-4 Aleph, Gen-3A Turbo)
/v1/images/generations - Image generation (Gen-4 Image, Gen-4 Image Turbo)
/v1/audio/speech - Text-to-speech (ElevenLabs Multilingual v2)

Quick Start:

Generate Video with RunwayML
curl --location 'http://localhost:4000/v1/videos' \
--header 'Content-Type: application/json' \
--header 'Authorization: Bearer sk-1234' \
--data '{
    "model": "runwayml/gen4_turbo",
    "prompt": "A high quality demo video of litellm ai gateway",
    "input_reference": "https://example.com/image.jpg",
    "seconds": 5,
    "size": "1280x720"
}'

Get Started with RunwayML

Prometheus Metrics - Open Source

Prometheus metrics are now available in the open-source version of LiteLLM, providing comprehensive observability for your AI Gateway without requiring an enterprise license.

Quick Start:

litellm_settings:
  success_callback: ["prometheus"]
  failure_callback: ["prometheus"]

Get Started with Prometheus

Vector Store Files API

Complete OpenAI-compatible Vector Store Files API now stable, enabling full file lifecycle management within vector stores.

Supported Endpoints:

POST /v1/vector_stores/{vector_store_id}/files - Create vector store file
GET /v1/vector_stores/{vector_store_id}/files - List vector store files
GET /v1/vector_stores/{vector_store_id}/files/{file_id} - Retrieve vector store file
GET /v1/vector_stores/{vector_store_id}/files/{file_id}/content - Retrieve file content
DELETE /v1/vector_stores/{vector_store_id}/files/{file_id} - Delete vector store file
DELETE /v1/vector_stores/{vector_store_id} - Delete vector store

Quick Start:

Create Vector Store File
curl --location 'http://localhost:4000/v1/vector_stores/vs_123/files' \
--header 'Content-Type: application/json' \
--header 'Authorization: Bearer sk-1234' \
--data '{
    "file_id": "file_abc"
}'

Get Started with Vector Stores

New Providers and Endpoints

New Providers

Provider	Supported Endpoints	Description
RunwayML	`/v1/videos`, `/v1/images/generations`, `/v1/audio/speech`	Gen-4 video generation, image generation, and text-to-speech

New LLM API Endpoints

Endpoint	Method	Description	Documentation
`/v1/vector_stores/{vector_store_id}/files`	POST	Create vector store file	Docs
`/v1/vector_stores/{vector_store_id}/files`	GET	List vector store files	Docs
`/v1/vector_stores/{vector_store_id}/files/{file_id}`	GET	Retrieve vector store file	Docs
`/v1/vector_stores/{vector_store_id}/files/{file_id}/content`	GET	Retrieve file content	Docs
`/v1/vector_stores/{vector_store_id}/files/{file_id}`	DELETE	Delete vector store file	Docs
`/v1/vector_stores/{vector_store_id}`	DELETE	Delete vector store	Docs

New Models / Updated Models

New Model Support

Provider	Model	Context Window	Input ($/1M tokens)	Output ($/1M tokens)	Features
OpenAI	`gpt-5.1`	272K	$1.25	$10.00	Reasoning, vision, PDF input, responses API
OpenAI	`gpt-5.1-2025-11-13`	272K	$1.25	$10.00	Reasoning, vision, PDF input, responses API
OpenAI	`gpt-5.1-chat-latest`	128K	$1.25	$10.00	Reasoning, vision, PDF input
OpenAI	`gpt-5.1-codex`	272K	$1.25	$10.00	Responses API, reasoning, vision
OpenAI	`gpt-5.1-codex-mini`	272K	$0.25	$2.00	Responses API, reasoning, vision
Moonshot	`moonshot/kimi-k2-thinking`	262K	$0.60	$2.50	Function calling, web search, reasoning
Mistral	`mistral/magistral-medium-2509`	40K	$2.00	$5.00	Reasoning, function calling
Vertex AI	`vertex_ai/moonshotai/kimi-k2-thinking-maas`	256K	$0.60	$2.50	Function calling, web search
OpenRouter	`openrouter/deepseek/deepseek-v3.2-exp`	164K	$0.20	$0.40	Function calling, prompt caching
OpenRouter	`openrouter/minimax/minimax-m2`	205K	$0.26	$1.02	Function calling, reasoning
OpenRouter	`openrouter/z-ai/glm-4.6`	203K	$0.40	$1.75	Function calling, reasoning
OpenRouter	`openrouter/z-ai/glm-4.6:exacto`	203K	$0.45	$1.90	Function calling, reasoning
Voyage	`voyage/voyage-3.5`	32K	$0.06	-	Embeddings
Voyage	`voyage/voyage-3.5-lite`	32K	$0.02	-	Embeddings

Video Generation Models

Provider	Model	Cost Per Second	Resolutions	Features
RunwayML	`runwayml/gen4_turbo`	$0.05	1280x720, 720x1280	Text + image to video
RunwayML	`runwayml/gen4_aleph`	$0.15	1280x720, 720x1280	Text + image to video
RunwayML	`runwayml/gen3a_turbo`	$0.05	1280x720, 720x1280	Text + image to video

Image Generation Models

Provider	Model	Cost Per Image	Resolutions	Features
RunwayML	`runwayml/gen4_image`	$0.05	1280x720, 1920x1080	Text + image to image
RunwayML	`runwayml/gen4_image_turbo`	$0.02	1280x720, 1920x1080	Text + image to image
Fal.ai	`fal_ai/fal-ai/flux-pro/v1.1`	$0.04/image	-	Image generation
Fal.ai	`fal_ai/fal-ai/flux/schnell`	$0.003/image	-	Fast image generation
Fal.ai	`fal_ai/fal-ai/bytedance/seedream/v3/text-to-image`	$0.03/image	-	Image generation
Fal.ai	`fal_ai/fal-ai/bytedance/dreamina/v3.1/text-to-image`	$0.03/image	-	Image generation
Fal.ai	`fal_ai/fal-ai/ideogram/v3`	$0.06/image	-	Image generation
Fal.ai	`fal_ai/fal-ai/imagen4/preview/fast`	$0.02/image	-	Fast image generation
Fal.ai	`fal_ai/fal-ai/imagen4/preview/ultra`	$0.06/image	-	High-quality image generation

Audio Models

Provider	Model	Cost	Features
RunwayML	`runwayml/eleven_multilingual_v2`	$0.0003/char	Text-to-speech

Features

OpenAI
- Add GPT-5.1 family support with reasoning capabilities - PR #16598
- Add support for reasoning_effort='none' for GPT-5.1 - PR #16658
- Add verbosity parameter support for GPT-5 family models - PR #16660
- Fix forward OpenAI organization for image generation - PR #16607
Gemini (Google AI Studio + Vertex AI)
- Add support for reasoning_effort='none' for Gemini models - PR #16548
- Add all Gemini image models support in image generation - PR #16526
- Add Gemini image edit support - PR #16430
- Fix preserve non-ASCII characters in function call arguments - PR #16550
- Fix Gemini conversation format issue with MCP auto-execution - PR #16592
Bedrock
- Add support for filtering knowledge base queries - PR #16543
- Ensure correct aws_region is used when provided dynamically for embeddings - PR #16547
- Add support for custom KMS encryption keys in Bedrock Batch operations - PR #16662
- Add bearer token authentication support for AgentCore - PR #16556
- Fix AgentCore SSE stream iterator to async for proper streaming support - PR #16293
Anthropic
- Add context management param support - PR #16528
- Fix preserve $defs for Anthropic tools input schema - PR #16648
- Fix support Anthropic tool_use and tool_result in token counter - PR #16351
Vertex AI
- Add Vertex Kimi-K2-Thinking support - PR #16671
- Add vertex_credentials support to litellm.rerank() - PR #16479
Mistral
- Fix Magistral streaming to emit reasoning chunks - PR #16434
Moonshot (Kimi)
- Add Kimi K2 thinking model support - PR #16445
SambaNova
- Fix SambaNova API rejecting requests when message content is passed as a list format - PR #16612
VLLM
- Fix use vllm passthrough config for hosted vllm provider instead of raising error - PR #16537
- Add headers to VLLM Passthrough requests with success event logging - PR #16532
Azure
- Fix improve Azure auth parameter handling for None values - PR #14436
Groq
- Fix parse failed chunks for Groq - PR #16595
Voyage
- Add Voyage 3.5 and 3.5-lite embeddings pricing and doc update - PR #16641
Fal.ai
- Add fal-ai/flux/schnell support - PR #16580
- Add all Imagen4 variants of fal ai in model map - PR #16579

Bug Fixes

General
- Fix sanitize null token usage in OpenAI-compatible responses - PR #16493
- Fix apply provided timeout value to ClientTimeout.total - PR #16395
- Fix raising wrong 429 error on wrong exception - PR #16482
- Add new models, delete repeat models, update pricing - PR #16491
- Update model logging format for custom LLM provider - PR #16485

LLM API Endpoints

New Endpoints

GET /providers
- Add GET list of providers endpoint - PR #16432

Features

Video Generation API
- Allow internal users to access video generation routes - PR #16472
Vector Stores API
- Vector store files stable release with complete CRUD operations - PR #16643
  - POST /v1/vector_stores/{vector_store_id}/files - Create vector store file
  - GET /v1/vector_stores/{vector_store_id}/files - List vector store files
  - GET /v1/vector_stores/{vector_store_id}/files/{file_id} - Retrieve vector store file
  - GET /v1/vector_stores/{vector_store_id}/files/{file_id}/content - Retrieve file content
  - DELETE /v1/vector_stores/{vector_store_id}/files/{file_id} - Delete vector store file
  - DELETE /v1/vector_stores/{vector_store_id} - Delete vector store
- Ensure users can access search_results for both stream + non-stream response - PR #16459

Bugs

Video Generation API
- Fix use GET for /v1/videos/{video_id}/content - PR #16672
General
- Fix remove generic exception handling - PR #16599

Management Endpoints / UI

Features

Proxy CLI Auth
- Fix remove strict master_key check in add_deployment - PR #16453
Virtual Keys
- UI - Add Tags To Edit Key Flow - PR #16500
- UI - Test Key Page show models based on selected endpoint - PR #16452
- UI - Expose user_alias in view and update path - PR #16669
Models + Endpoints
- UI - Add LiteLLM Params to Edit Model - PR #16496
- UI - Add Model use backend data - PR #16664
- UI - Remove Description Field from LLM Credentials - PR #16608
- UI - Add RunwayML on Admin UI supported models/providers - PR #16606
- Infra - Migrate Add Model Fields to Backend - PR #16620
- Add API Endpoint for creating model access group - PR #16663
Teams
- UI - Invite User Searchable Team Select - PR #16454
- Fix use user budget instead of key budget when creating new team - PR #16074
Budgets
- UI - Move Budgets out of Experimental - PR #16544
Guardrails
- UI - Config Guardrails should not be deletable from table - PR #16540
- Fix remove enterprise restriction from guardrails list endpoint - PR #15333
Callbacks
- UI - New Callbacks table - PR #16512
- Fix delete callbacks failing - PR #16473
Usage & Analytics
- UI - Improve Usage Indicator - PR #16504
- UI - Model Info Page Health Check - PR #16416
- Infra - Show Deprecation Warning for Model Analytics Tab - PR #16417
- Fix Litellm tags usage add request_id - PR #16111
Health Check
- Add Langfuse OTEL and SQS to Health Check - PR #16514
General UI
- UI - Normalize table action columns appearance - PR #16657
- UI - Button Styles and Sizing in Settings Pages - PR #16600
- UI - SSO Modal Cosmetic Changes - PR #16554
- Fix UI logos loading with SERVER_ROOT_PATH - PR #16618
- Fix remove misleading 'Custom' option mention from OpenAI endpoint tooltips - PR #16622

Bugs

Management Endpoints
- Fix inconsistent error responses in customer management endpoints - PR #16450
- Fix correct date range filtering in /spend/logs endpoint - PR #16443
- Fix /spend/logs/ui Access Control - PR #16446
- Add pagination for /spend/logs/session/ui endpoint - PR #16603
- Fix LiteLLM Usage shows key_hash - PR #16471
- Fix app_roles missing from jwt payload - PR #16448

Logging / Guardrail / Prompt Management Integrations

New Integration

🆕 Zscaler AI Guard
- Add Zscaler AI Guard hook for security policy enforcement - PR #15691

Logging

Langfuse
- Fix handle null usage values to prevent validation errors - PR #16396
CloudZero
- Fix updated spend would not be sent to CloudZero - PR #16201

Guardrails

IBM Detector
- Ensure detector-id is passed as header to IBM detector server - PR #16649

Prompt Management

Custom Prompt Management
- Add SDK focused examples for custom prompt management - PR #16441

Spend Tracking, Budgets and Rate Limiting

End User Budgets
- Allow pointing max_end_user budget to an id, so the default ID applies to all end users - PR #16456

MCP Gateway

Configuration
- Add dynamic OAuth2 metadata discovery for MCP servers - PR #16676
- Fix allow tool call even when server name prefix is missing - PR #16425
- Fix exclude unauthorized MCP servers from allowed server list - PR #16551
- Fix unable to delete MCP server from permission settings - PR #16407
- Fix avoid crashing when MCP server record lacks credentials - PR #16601

Agents

Agent Registration (A2A Spec)
- Support agent registration + discovery following Agent-to-Agent specification - PR #16615

Performance / Loadbalancing / Reliability improvements

Embeddings Performance
- Use router's O(1) lookup and shared sessions for embeddings - PR #16344
Router Reliability
- Support default fallbacks for unknown models - PR #16419
Callback Management
- Add atexit handlers to flush callbacks for async completions - PR #16487

General Proxy Improvements

Configuration Management
- Fix update model_cost_map_url to use environment variable - PR #16429

Documentation Updates

Provider Documentation
- Fix streaming example in README - PR #16461
- Update broken Slack invite links to support page - PR #16546
- Fix code block indentation for fallbacks page - PR #16542
- Documentation code example corrections - PR #16502
- Document reasoning_effort summary field options - PR #16549
API Documentation
- Add docs on APIs for model access management - PR #16673
- Add docs for showing how to auto reload new pricing data - PR #16675
- LiteLLM Quick start - show how model resolution works - PR #16602
- Add docs for tracking callback failure - PR #16474
General Documentation
- Fix container api link in release page - PR #16440
- Add softgen to projects that are using litellm - PR #16423

New Contributors

@artplan1 made their first contribution in PR #16423
@JehandadK made their first contribution in PR #16472
@vmiscenko made their first contribution in PR #16453
@mcowger made their first contribution in PR #16429
@yellowsubmarine372 made their first contribution in PR #16395
@Hebruwu made their first contribution in PR #16201
@jwang-gif made their first contribution in PR #15691
@AnthonyMonaco made their first contribution in PR #16502
@andrewm4894 made their first contribution in PR #16487
@f14-bertolotti made their first contribution in PR #16485
@busla made their first contribution in PR #16293
@MightyGoldenOctopus made their first contribution in PR #16537
@ultmaster made their first contribution in PR #14436
@bchrobot made their first contribution in PR #16542
@sep-grindr made their first contribution in PR #16622
@pnookala-godaddy made their first contribution in PR #16607
@dtunikov made their first contribution in PR #16592
@lukapecnik made their first contribution in PR #16648
@jyeros made their first contribution in PR #16618

Full Changelog

View complete changelog on GitHub

Deploy this version​

Key Highlights​

Agent Hub​

Performance – /embeddings 13× Lower p95 Latency​

Results​

Test Setup​

🆕 RunwayML​

Prometheus Metrics - Open Source​

Vector Store Files API​

New Providers and Endpoints​

New Providers​

New LLM API Endpoints​

New Models / Updated Models​

New Model Support​

Video Generation Models​

Image Generation Models​

Audio Models​

Features​

Bug Fixes​

LLM API Endpoints​

New Endpoints​

Features​

Bugs​

Management Endpoints / UI​

Features​

Bugs​

Logging / Guardrail / Prompt Management Integrations​

New Integration​

Logging​

Guardrails​

Prompt Management​

Spend Tracking, Budgets and Rate Limiting​

MCP Gateway​

Agents​

Performance / Loadbalancing / Reliability improvements​

General Proxy Improvements​

Documentation Updates​

New Contributors​

Full Changelog​

Deploy this version

Key Highlights

Agent Hub

Performance – `/embeddings` 13× Lower p95 Latency

Results

Test Setup

🆕 RunwayML

Prometheus Metrics - Open Source

Vector Store Files API

New Providers and Endpoints

New Providers

New LLM API Endpoints

New Models / Updated Models

New Model Support

Video Generation Models

Image Generation Models

Audio Models

Features

Bug Fixes

LLM API Endpoints

New Endpoints

Features

Bugs

Management Endpoints / UI

Features

Bugs

Logging / Guardrail / Prompt Management Integrations

New Integration

Logging

Guardrails

Prompt Management

Spend Tracking, Budgets and Rate Limiting

MCP Gateway

Agents

Performance / Loadbalancing / Reliability improvements

General Proxy Improvements

Documentation Updates

New Contributors

Full Changelog