open comparison layer

Compare AI model pricing, benchmarks, and capabilities

Prices shift and new models land every few weeks — quietly enough that you can end up overpaying, or stuck on a model a cheaper one has already beaten, without ever finding out. Modelglass tracks every change and sources every figure, so you hear it from us, not your invoice.

36 models across 17 providers · Browse all image model pricing →

7 image benchmarks tracked · Updated October 10, 2026 · Reviewed October 10, 2026

99 models across 25 providers · Browse all language model pricing →

5 language benchmarks tracked · Updated October 10, 2026 · Reviewed October 10, 2026

34 models across 11 providers · Browse all video model pricing →

3 video benchmarks tracked · Updated October 10, 2026 · Reviewed October 10, 2026

39 models across 19 providers · Browse all audio model pricing →

Updated October 10, 2026 · Reviewed October 10, 2026

8 models across 10 providers · Browse all 3D model pricing →

Updated October 10, 2026 · Reviewed October 10, 2026

"My data story goes back further than this project — superannuation reporting, then eleven years at a Melbourne tech company, always with the same focus: serving data that had utility, not just data that existed. Modelglass is that same discipline applied to AI model pricing."

— Scott, founder · Read the full story on Medium → · Read the mission at modelglass.ai →

Are you paying too much for AI?

It's hard to know. A provider quietly raises a price and it shows up on your bill before it shows up anywhere else. A cheaper model ships that handles your task just as well, and you keep paying for the expensive one out of habit. A benchmark score gets quoted with no mention of what it actually measured. Modelglass puts that information into one structured, sourced registry — so the answer is a lookup, not a guess.

See what you should be paying with the Cost Explorer →

Compare

Prices, capabilities and architectures side by side.

Verify

Know where the data came from and when it was checked.

Integrate

Use the registry through the API and MCP.

Track

See how models and pricing change over time.

Built for

For anyone paying for AI

You don't need to read code to use this — see what you're paying, what it should cost, and whether a cheaper model already does the job.

For developers

Stop guessing which model fits your budget and task — see API pricing, context windows and capabilities side by side before you integrate.

For AI engineers

Don't hand-wire pricing checks into every agent — pull structured model metadata straight from the API and MCP server.

For teams

Know the real cost and capability gap before you commit to an inference provider, not after the first invoice.

For researchers

Don't take a quoted benchmark score on faith — inspect where it came from and how it was measured.

For agents

Query current model pricing and capability data programmatically — no scraping, no stale caches.

Compare AI models by modality

Image generation models

View all image generation models →

Adobe Firefly Image 3

Adobe (Firefly Services)

Available

$0.02 / image

Latent diffusion

Animagine XL 3.1

Replicate

Available

$0.0037 / image

Latent diffusion

DALL·E 3

OpenAI

Deprecated

from $0.04 / image

Latent diffusion

FLUX 1.1 [pro]

fal.ai, Replicate

Available

from $0.04 / MP

Flow matching / rectified flow

FLUX.1 [dev]

Replicate, Together AI

Available

from $0.025 / MP

Flow matching / rectified flow

FLUX.1 [pro]

Replicate

Available

$0.055 / image

Flow matching / rectified flow

FLUX.1 [schnell]

fal.ai, Replicate

Available

from $0.003 / MP

Flow matching / rectified flow

FLUX.1 Kontext

Black Forest Labs

Available

from $0.04 / image

Flow matching / rectified flow

Gemini 2.5 Flash Image

Google Cloud (Vertex AI)

Available

$0.039 / image

Diffusion transformer (DiT)

Gemini 3 Pro Image

Google Cloud (Vertex AI)

Available

from $0.134 / image

Diffusion transformer (DiT)

Gemini 3.1 Flash Image

Google Cloud (Vertex AI)

Deprecated

from $0.045 / image

Diffusion transformer (DiT)

Gemini 3.1 Flash Lite Image

Google Cloud (Vertex AI)

Available

$0.0336 / image

Gemini Nano Banana 2.1

Google Cloud (Vertex AI)

Available

from $0.0336 / image

GPT Image 1

OpenAI

Deprecated

from $0.011 / image

Autoregressive

GPT Image 2

OpenAI

Available

from $0.006 / image

Autoregressive

Hunyuan-DiT v1.1 (Distilled)

Replicate

Available

$0.000975 / second

Diffusion transformer (DiT)

HunyuanImage 3.0

fal.ai

Available

$0.10 / MP

Autoregressive

Ideogram 2.0

Ideogram

Available

from $0.05 / image

Latent diffusion

Ideogram 3.0

Ideogram

Available

from $0.06 / image

Diffusion transformer (DiT)

Imagen 4

Google Cloud (Vertex AI)

Retired

Retired · last price $0.02 / image

Latent diffusion

Krea-2-Turbo

fal.ai

Available

$0.008 / MP

Diffusion transformer (DiT)

Leonardo Phoenix

Leonardo.Ai

Available

$0.00257 / credit credit‑based

Latent diffusion

Luma Uni-1.1

Luma AI

Available

from $0.0404 / image

Autoregressive

Midjourney v7

Midjourney

Available

from $10.00 / mo subscription

Latent diffusion

Recraft V3

Recraft

Available

from $0.04 / image

Latent diffusion

Runway Gen-4 Image

Runway

Available

$0.01 / credit credit‑based

Diffusion transformer (DiT)

Seedream 4.0

BytePlus (ModelArk)

Available

$0.03 / image

Diffusion transformer (DiT)

Seedream 4.5

BytePlus (ModelArk)

Available

$0.04 / image

Diffusion transformer (DiT)

Seedream 5.0 Pro

BytePlus (ModelArk)

Available

from $0.045 / image

Diffusion transformer (DiT)

Stable Diffusion 3.5 Large

Replicate

Available

$0.065 / image

Flow matching / rectified flow

Stable Diffusion 3.5 Large Turbo

Replicate

Available

$0.04 / image

Flow matching / rectified flow

Stable Diffusion 3.5 Medium

Replicate

Available

$0.035 / image

Flow matching / rectified flow

Stable Diffusion XL 1.0

Replicate

Available

$0.0014 / second

Latent diffusion

Stable Image Core

Stability AI

Available

$0.03 / image

Stable Image Ultra

Stability AI

Available

$0.08 / image

Z-Image-Turbo

SiliconFlow

Available

$0.005 / image

Diffusion transformer (DiT)

Claude 3.5 Haiku

Anthropic

Retired

Retired · last price $0.80 / 1M in

Claude 3.5 Sonnet

Anthropic

Retired

Retired · last price $3.00 / 1M in

Claude Fable 5

Anthropic

Available

from $10.00 / 1M in

Claude Fable 5.1

Anthropic

Available

from $10.00 / 1M in

Claude Haiku 4.5

Anthropic

Available

from $1.00 / 1M in

Claude Haiku 5.5

Anthropic

Available

from $0.10 / 1M in

Claude Opus 4

Anthropic

Retired

Retired · last price $15.00 / 1M in

Claude Opus 4.8

Anthropic

Available

from $5.00 / 1M in

Claude Opus 5

Anthropic

Available

from $5.00 / 1M in

Claude Opus 5.5

Anthropic

Available

from $4.00 / 1M in

Claude Sonnet 4

Anthropic

Retired

Retired · last price $3.00 / 1M in

Claude Sonnet 4.6

Anthropic

Available

from $3.00 / 1M in

Claude Sonnet 5

Anthropic

Available

from $2.00 / 1M in

Claude Sonnet 5.5

Anthropic

Available

from $2.00 / 1M in

Command A

Cohere

Available

from $2.50 / 1M in

Command R+

Cohere

Available

from $2.50 / 1M in

DeepSeek R1

DeepSeek

Retired

Retired · last price $0.55 / 1M in

DeepSeek V3

DeepSeek

Retired

Retired · last price $0.20 / 1M in

DeepSeek V3.2

DeepSeek

Retired

Retired · last price $0.28 / 1M in

Retired

Retired · last price $0.44 / 1M in

DeepSeek V4-Pro

DeepSeek

Available

from $1.32 / 1M in

Available

from $0.30 / 1M in

ERNIE 5.1

Baidu

Available

from $0.59 / 1M in

Gemini 2.0 Flash

Google DeepMind

Retired

Retired · last price $0.10 / 1M in

Gemini 2.5 Flash

Google DeepMind

Available

from $0.30 / 1M in

Gemini 2.5 Pro

Google DeepMind

Available

from $1.25 / 1M in

Gemini 3.1 Pro

Google DeepMind

Preview

from $2.00 / 1M in

Gemini 3.5 Flash

Google DeepMind

Available

from $1.50 / 1M in

Gemini 3.8 Flash

Google DeepMind

Available

from $0.75 / 1M in

GLM-5.1

Zhipu AI

Available

from $1.40 / 1M in

GLM-5.2

Zhipu AI

Available

from $1.40 / 1M in

GLM-5.3

Zhipu AI

Available

from $1.40 / 1M in

GLM-5.3-Flash

Zhipu AI

Available

from $0.15 / 1M in

GLM-5.3-FlashX

Zhipu AI

Available

from $0.37 / 1M in

GPT-4o

OpenAI

Available

from $2.50 / 1M in

GPT-4o mini

OpenAI

Available

from $0.15 / 1M in

GPT-5.2

OpenAI

Available

from $1.75 / 1M in

GPT-5.2-Codex

OpenAI

Retired

Retired · last price $1.75 / 1M in

GPT-5.3-Codex

OpenAI

Available

from $1.75 / 1M in

GPT-5.4 mini

OpenAI

Available

from $0.75 / 1M in

GPT-5.5

OpenAI

Available

from $5.00 / 1M in

GPT-5.5 Pro

OpenAI

Available

from $30.00 / 1M in

GPT-5.6 Luna

OpenAI

Available

from $0.20 / 1M in

GPT-5.6 Sol

OpenAI

Available

from $4.00 / 1M in

GPT-5.6 Terra

OpenAI

Available

from $2.00 / 1M in

GPT-6 Astra

OpenAI

Available

from $10.00 / 1M in

GPT-6 Luna

OpenAI

Available

from $0.10 / 1M in

GPT-6 Sol

OpenAI

Available

from $2.00 / 1M in

GPT-6.1 Sol

OpenAI

Available

from $2.00 / 1M in

Granite 4.0 H Micro

OpenRouter

Available

from $0.017 / 1M in

Grok 3

xAI

Retired

Retired · last price $3.00 / 1M in

Grok 4.6

xAI

Available

from $2.00 / 1M in

Grok 4.7

xAI

Available

from $2.00 / 1M in

Hermes 4 70B

OpenRouter

Retired

Retired · last price $0.13 / 1M in

Inkling

Thinking Machines Lab

Available

from $1.87 / 1M in

Jamba Large 1.7

AI21 Labs

Available

from $2.00 / 1M in

Jamba Mini 2

AI21 Labs

Available

from $0.20 / 1M in

K-EXAONE-236B-A23B

FriendliAI

Retired

Retired · last price $0.20 / 1M in

Kimi K2.5

Moonshot AI

Retired

Retired · last price $0.60 / 1M in

Kimi K2.6

Moonshot AI

Available

from $0.95 / 1M in

Kimi K2.7 Code

Moonshot AI

Available

from $0.95 / 1M in

Kimi K3

Moonshot AI

Available

from $3.00 / 1M in

Leanstral 1.5

Mistral AI

Preview

$0.00 / 1M tok

Ling-3.0-flash

OpenRouter

Available

from $0.021 / 1M in

Llama 3.3 70B

Groq, Together AI

Retired

from $1.04 / 1M in

Llama 4 Maverick

Together AI

Available

from $0.27 / 1M in

Llama 4 Scout

Together AI

Available

from $0.18 / 1M in

MiMo-V2.5-Pro

Xiaomi

Deprecated

from $0.435 / 1M in

Available

from $0.14 / 1M in

MiMo-V2.6-Pro

Xiaomi

Available

from $0.435 / 1M in

Available

from $4.35 / 1M in

MiniMax M3

MiniMax

Available

from $0.30 / 1M in

Mistral Large 3

Mistral AI

Available

from $0.50 / 1M in

Mistral Large 4

Mistral AI

Preview

from $0.68 / 1M in

Mistral Small 4

Mistral AI

Available

from $0.15 / 1M in

Available

from $1.25 / 1M in

from $0.10 / 1M in

Nova 2 Lite

Amazon

Available

from $0.30 / 1M in

o3

OpenAI

Available

from $2.00 / 1M in

o4-mini

OpenAI

Deprecated

from $1.10 / 1M in

Olmo 3 32B Think

OpenRouter

Retired

Retired · last price $0.15 / 1M in

Qwen 2.5 72B

Together AI

Available

from $1.20 / 1M in

Qwen 3 235B-A22B

OpenRouter

Available

from $0.455 / 1M in

Qwen3.8 2.4T-A95B

Qwen (Alibaba)

Available

from $2.00 / 1M in

Qwen3.8 27B

Qwen (Alibaba)

Available

from $0.50 / 1M in

Qwen3.8 Flash

Qwen (Alibaba)

Available

from $0.15 / 1M in

Qwen3.8 Max

Qwen (Alibaba)

Available

from $2.00 / 1M in

Qwen3.8 Omni Flash

Qwen (Alibaba)

Available

from $0.15 / 1M in

Reka Flash

Reka AI

Available

from $0.80 / 1M in

Solar Mini 4

Upstage

Available

from $0.03 / 1M in

Solar Pro 3

Upstage

Deprecated

from $0.15 / 1M in

Solar Pro 4

Upstage

Available

from $0.09 / 1M in

Sonar

Perplexity

Deprecated

from $1.00 / 1M in

Sonar Deep Research

Perplexity

Deprecated

from $2.00 / 1M in

Sonar Pro

Perplexity

Deprecated

from $3.00 / 1M in

Sonar Reasoning Pro

Perplexity

Deprecated

from $2.00 / 1M in

Step 3.5 Flash

StepFun

Available

from $0.10 / 1M in

Step 3.7 Flash

StepFun

Available

from $0.20 / 1M in

Step 5 Preview

StepFun

Preview

from $1.00 / 1M in

Video generation models

View all video generation models →

Act Two

Runway

Available

$0.05 / second

Aleph 2

Runway

Available

$0.01 / credit

CogVideoX-5B

fal.ai

Available

$0.20 / clip

FLUX 3 Video

Black Forest Labs

Available

from $0.06 / second

Gemini Omni 1.1 Flash

Google DeepMind (Gemini API)

Available

$0.10 / second

Gemini Omni Flash

Google DeepMind (Gemini API)

Deprecated

$0.10 / second

Gen-3 Alpha

Runway

Retired

Retired · last price $0.019 / credit

Gen-4 Turbo

Runway

Available

$0.01 / credit

Gen-4.5

Runway

Available

$0.01 / credit

Available

$0.08 / second

Hailuo-02

fal.ai, MiniMax

Available

from $0.08 / clip

Available

from $0.15 / second

Available

$0.375 / clip

Kling 1.6

Kling AI (Kuaishou)

Retired

Retired · last price $0.04 / second

Kling 2.1

Kling AI (Kuaishou)

Retired

Retired · last price $0.06 / second

Kling 3.0

Kling AI (Kuaishou)

Available

from $0.084 / second

Kling 3.0 Omni

Kling AI (Kuaishou)

Available

from $0.084 / second

Kling 3.0 Turbo

Kling AI (Kuaishou)

Available

from $0.112 / second

LTX Video 0.9.7

Replicate

Available

$0.048 / clip

LTX-2.3

fal.ai

Available

from $0.04 / second

Mochi 1

Replicate

Deprecated

$0.42 / clip

Pika 2.2

fal.ai

Available

from $0.20 / clip

Ray 3.2

Luma AI

Available

from $0.30 / clip

Seedance 2

Runway

Available

from $0.16 / second

Seedance 2.0

BytePlus (ModelArk)

Available

no pricing

Seedance 2.0 Fast

BytePlus (ModelArk)

Available

no pricing

Seedance 2.0 Mini

BytePlus (ModelArk)

Available

no pricing

Sora 2

OpenAI

Retired

Retired · last price $0.10 / second

Veo 2

Google DeepMind (Gemini API)

Deprecated

$0.35 / second

Veo 3

Google DeepMind (Gemini API)

Deprecated

from $0.10 / second

Veo 3.1

Google DeepMind (Gemini API)

Preview

from $0.05 / second

Vidu Q3

fal.ai

Available

from $0.035 / second

Wan 2.1

Replicate

Available

from $0.09 / second

Wan 2.5

fal.ai

Available

$0.05 / second

Amazon Polly

Amazon Web Services

Available
TTS

from $4.00 / 1M chars

Amazon Transcribe

Amazon Web Services

Available
STT

from $0.006 / min

Available
STT

$0.0025 / min

Azure Neural TTS

Microsoft Azure

Available
TTS

from $4.00 / 1M chars

Azure Speech-to-Text

Microsoft Azure

Available
STT

$0.0167 / min

Cartesia Sonic

Cartesia

Available
TTS

$50.00 / 1M chars

Deepgram Nova-3

Deepgram

Available
STT

from $0.0043 / min

Available
TTS

$80.00 / 1M chars

Available
TTS

$22.00 / 1M chars

Available
TTS

$11.00 / 1M chars

Available
TTS

$40.00 / 1M chars

Available
TTS

$80.00 / 1M chars

Fish Audio S1

Fish Audio

Deprecated
TTS

$15.00 / 1M chars

Fish Audio S2 Pro

Fish Audio

Available
TTS

$15.00 / 1M chars

Fish Audio S2.1 Pro

Fish Audio

Available
TTS

$15.00 / 1M chars

Gemini 3.8 Flash TTS

Google DeepMind

Available
TTS

~ $0.0054 / min (est.)

Gemini 3.8 Flash-Lite TTS

Google DeepMind

Available
TTS

~ $0.0036 / min (est.)

Gemini 3.8 Live

Google DeepMind

Available
TTS

~ $0.0144 / min (est.)

Available
TTS

~ $0.0144 / min (est.)

Available
STT

from $0.016 / min

Google Cloud TTS

Google Cloud

Available
TTS

from $4.00 / 1M chars

GPT-4o Audio Preview

OpenAI (Audio)

Retired
TTS

Retired · last price $80.00 / 1M out

GPT-Audio 1.5

OpenAI (Audio)

Available
TTS

~ $0.0768 / min (est.)

TTS

$0.08 / min

Inworld TTS-1.5 Max

Inworld AI

Deprecated
TTS

$35.00 / 1M chars

Inworld TTS-2

Inworld AI

Available
TTS

$25.00 / 1M chars

Inworld TTS-2 Flash

Inworld AI

Available
TTS

$15.00 / 1M chars

MAI-Transcribe

Microsoft Azure

Preview
STT

$0.006 / min

MusicGen Large

Meta AI

Available
Music

$0.10 / gen

OpenAI TTS-1

OpenAI (Audio)

Available
TTS

$15.00 / 1M chars

OpenAI TTS-1 HD

OpenAI (Audio)

Available
TTS

$30.00 / 1M chars

OpenAI Whisper-1

OpenAI (Audio)

Deprecated
STT

$0.006 / min

PlayHT 2.0

PlayHT

Retired
TTS

Retired · last price $30.00 / 1M chars

Stable Audio 2.0

Stability AI

Deprecated
Music

$0.20 / gen

Stable Audio 2.5

Stability AI

Available
Music

$0.20 / gen

Stable Audio 3.0

Stability AI

Available
Music

$0.26 / gen

Suno v4

Suno

Available
Music

$0.016 / gen

Available
Music

$0.0042 / gen

Available
STT

$0.00185 / min

3D generation models

View all 3D generation models →

Hi3D

fal, Hi3D (Hitem3D)

Available

from $0.02 / credit

Hunyuan3D

Atlas Cloud, fal, Tencent Cloud, WaveSpeedAI, Replicate

Available

from $0.0225 / gen

Meshy 7

Meshy

Available

from $0.02 / credit

Rodin

fal, Hyper3D

Available

from $0.40 / gen

Stable Fast 3D

Stability AI

Available

$0.01 / credit

Available

$0.01 / credit

TRELLIS

fal

Available

from $0.02 / gen

Tripo v3

Tripo AI

Available

from $0.01 / credit

Recently updated

Pricing most recently re-verified against the provider's source.

Recently updated

Pricing most recently re-verified against the provider's source.

  • Claude Haiku 5.5
    verified 2026-10-09
  • Claude Sonnet 5.5
    verified 2026-10-09
  • Step 3.7 Flash
    verified 2026-10-09

Recently updated

Pricing most recently re-verified against the provider's source.

  • Hailuo-02
    verified 2026-09-26
  • HunyuanVideo 1.5
    verified 2026-09-26
  • Act Two
    verified 2026-09-20

Recently updated

Pricing most recently re-verified against the provider's source.

  • Gemini 3.8 Flash TTS
    verified 2026-10-01
  • ElevenLabs Eleven v3
    verified 2026-09-30
  • ElevenLabs Eleven v4
    verified 2026-09-30

Recently updated

Pricing most recently re-verified against the provider's source.

  • Hunyuan3D
    verified 2026-09-04
  • Meshy 7
    verified 2026-09-04
  • Rodin
    verified 2026-09-03

Capability benchmarks

sourced, citable scores

The data layer for model routing.

Modelglass doesn't route your traffic — it keeps your router honest. It's a provenance-tracked feed of current model pricing and independently reported benchmark scores, served over REST and MCP, so the router you build can pick the cheapest model that actually clears the quality bar. Prices are append-only with a source on every entry: when a provider changes a price, your routing table finds out — not three weeks later.

Proof, not promise: the Modelglass Cost-Aware Router — a VS Code extension live on the Marketplace — already does exactly this, picking the cheapest model that clears the right benchmark bar for your task.