Compare text, image, speech, music and video models by price, cost per task, licence and features. Each one is reviewed by hand, with its real drawbacks listed. Updated every two weeks.

73 models tracked. Last updated 2 Oct 2026. Next update 16 Oct 2026.

What one job costslower is better
gpt-6-luna
DeepSeek V4
GPT-5 mini
Mistral Large
Gemini 2.5 Flash
xai/grok-4.7
Gemini 2.5 Pro
gpt-6-sol

The 8 cheapest of 14 models with a published price. Bars are logarithmic so the cheap end stays readable; every row carries the exact figure.

Claude Opus 4.5

Anthropic · Language

Strongest of the Claude line for long reasoning and code. Priced accordingly — use Sonnet unless you actually need the extra depth.

$0.02per 1,000-word article
$5 in / $25 out per 1M tokens
200K context
Quality —

Claude Sonnet 4.6

Anthropic · Language

The sensible default: most of Opus's quality at a fraction of the cost.

$0.012per 1,000-word article
$3 in / $15 out per 1M tokens
1M context
Quality —

GPT-5.5

OpenAI · Language

Huge context window and strong general reasoning. Output tokens cost six times input, so verbose prompting gets expensive fast.

$0.0225per 1,000-word article
$5 in / $30 out per 1M tokens
1.1M context
Quality —

GPT-5 mini

OpenAI · Language

The cheap tier for classification and cleanup work that doesn't need a frontier model.

$0.0014per 1,000-word article
$0.25 in / $2 out per 1M tokens
272K context
Quality —

Gemini 2.5 Pro

Google · Language

A million-token context window makes it the pick for whole-codebase or whole-document work.

$0.0069per 1,000-word article
$1.25 in / $10 out per 1M tokens
1M context
Quality —

Gemini 2.5 Flash

Google · Language

Built for speed and volume rather than depth. Good for bulk tasks, weaker at hard reasoning.

$0.0017per 1,000-word article
$0.3 in / $2.5 out per 1M tokens
1M context
Quality —

DeepSeek V4

DeepSeek · Language
Open weights

Near-frontier quality at a fraction of Western API pricing, and the weights are public. Check where your data goes before putting client work through the hosted API.

$0.0006per 1,000-word article
$0.28 in / $0.42 out per 1M tokens
131K context
Quality —

Grok 4

xAI · Language

Competitive on reasoning benchmarks. Smaller ecosystem and fewer integrations than the big three.

—Not disclosed
Not published
Quality —

Mistral Large

Mistral AI · Language

EU-hosted, which matters if data residency is a hard requirement for you.

$0.0015per 1,000-word article
$0.5 in / $1.5 out per 1M tokens
262K context
Quality —

GPT Image 1

OpenAI · Image

Best-in-class at following a detailed prompt and rendering legible text in an image.

$0.0422per 1 image, 1024 px
$40 per 1M image tokens
Quality —

DALL·E 3

OpenAI · Image

Flat per-image pricing makes budgeting simple. Superseded by GPT Image 1 on quality.

—Not disclosed
Not published
Quality —

FLUX.1 dev

Black Forest Labs · Image
Open weights

The open-weights favourite — the most liked image model on Hugging Face. Non-commercial licence on the dev variant; read it before client work.

$0Free, self-hosted
Free (open weights)
Quality —

Stable Diffusion XL

Stability AI · Image
Open weights

Runs on consumer hardware and has the deepest ecosystem of LoRAs and fine-tunes. Older, and weaker than current models on prompt adherence.

$0Free, self-hosted
Free (open weights)
Quality —

Midjourney

Midjourney · Image
Subscription

Still the best pure aesthetic quality out of the box. No free tier, and no real API — it is a subscription product, not infrastructure.

—Not disclosed
From $10/mo
Quality —

Veo 3.1

Google · Video

Generates native audio alongside video. Billed per second of output, which adds up quickly on iteration.

$4per 10 s video clip
$0.4 per second
Quality —

Veo 2

Google · Video

Cheaper per second than 3.1 and fine for silent b-roll and motion tests.

—Not disclosed
Not published
Quality —

Runway Gen-4

Runway · Video
Subscription

The most complete editing suite around the model, not just raw generation. Credit-based pricing is hard to predict month to month.

—Not disclosed
From $15/mo
Quality —

HunyuanVideo

Tencent · Video
Open weights

The leading open-weights video model. Needs a serious GPU — this is not a laptop workload.

$0Free, self-hosted
Free (open weights)
Quality —

ElevenLabs v3

ElevenLabs · Speech & Voice

The quality benchmark for synthetic voice and cloning. Billed per character, so long-form narration costs real money.

$0.135per 1 min of voiceover
$0.18 per 1K characters
Quality —

Whisper

OpenAI · Speech & Voice
Open weights

Transcription, not synthesis. Open weights mean you can run it locally for free instead of paying per minute.

$0Free, self-hosted
$0.006 per minute
Quality —

Kokoro 82M

Hexgrad · Speech & Voice
Open weights

Tiny enough to run on a laptop and startlingly good for its size. Fewer voices and languages than the commercial options.

$0Free, self-hosted
Free (open weights)
Quality —

Suno

Suno · Music & Audio
Subscription

Full songs with vocals from a text prompt. Commercial rights only on paid tiers — check before using anything in client work.

—Not disclosed
From $10/mo
Quality —

Stable Audio Open

Stability AI · Music & Audio
Open weights

Open weights, trained on licensed audio, which makes provenance far less murky. Built for samples and loops rather than finished songs.

$0Free, self-hosted
Free (open weights)
Quality —

ACE-Step

ACE Studio · Music & Audio
Open weights

Fast open-weights music generation you can self-host. Rougher output than Suno.

$0Free, self-hosted
Free (open weights)
Quality —

gpt-6-sol

openai · Language
Not reviewed yet
$0.008per 1,000-word article
$2 in / $10 out per 1M tokens
Quality —

gpt-6-luna

openai · Language
Not reviewed yet
$0.0004per 1,000-word article
$0.1 in / $0.5 out per 1M tokens
Quality —

gpt-6-astra

openai · Language
Not reviewed yet
$0.04per 1,000-word article
$10 in / $50 out per 1M tokens
Quality —

gpt-6.1-sol

openai · Language
Not reviewed yet
$0.008per 1,000-word article
$2 in / $10 out per 1M tokens
Quality —

xai/grok-4.7

xai · Language
Not reviewed yet
$0.006per 1,000-word article
$2 in / $6 out per 1M tokens
Quality —

gpt-5.5-cyber

openai · Language
Not reviewed yet
$0.0563per 1,000-word article
$13 in / $75 out per 1M tokens
Quality —

gpt-image-2.5-flare

openai · Image
Not reviewed yet
$0.0317per 1 image, 1024 px
$30 per 1M image tokens
Quality —

gpt-image-2.5-sunburst

openai · Image
Not reviewed yet
$0.0317per 1 image, 1024 px
$30 per 1M image tokens
Quality —

xai/grok-imagine-video

xai · Video
Not reviewed yet
$0.002per 10 s video clip
$0.002 per image
Quality —

xai/grok-imagine-video-1.5

xai · Video
Not reviewed yet
$0.01per 10 s video clip
$0.01 per image
Quality —

xai/grok-voice-transcribe-1.0

xai · Speech & Voice
Not reviewed yet
—Not disclosed
$0 per minute
Quality —

xai/grok-voice-transcribe-2.0

xai · Speech & Voice
Not reviewed yet
—Not disclosed
$0 per minute
Quality —

DeepSeek-R1

deepseek-ai · Language
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
mit
Quality —

Llama-3.1-8B-Instruct

meta-llama · Language
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
llama3.1
Quality —

Meta-Llama-3-8B

meta-llama · Language
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
llama3
Quality —

DeepSeek-V4-Pro

deepseek-ai · Language
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
mit
Quality —

gpt-oss-120b

openai · Language
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

Meta-Llama-3-8B-Instruct

meta-llama · Language
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
llama3
Quality —

GLM-5.2

zai-org · Language
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
mit
Quality —

gpt-oss-20b

openai · Language
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

stable-diffusion-xl-base-1.0

stabilityai · Image
Open weightsUse restrictionsNot reviewed yet
$0Free, self-hosted
Free (open weights)
openrail++
Quality —

stable-diffusion-v1-4

CompVis · Image
Open weightsUse restrictionsNot reviewed yet
$0Free, self-hosted
Free (open weights)
creativeml-openrail-m
Quality —

FLUX.1-schnell

black-forest-labs · Image
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

Z-Image-Turbo

Tongyi-MAI · Image
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

stable-diffusion-3-medium

stabilityai · Image
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
other
Quality —

stable-diffusion-3.5-large

stabilityai · Image
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
other
Quality —

OrangeMixs

WarriorMama777 · Image
Open weightsUse restrictionsNot reviewed yet
$0Free, self-hosted
Free (open weights)
creativeml-openrail-m
Quality —

Sulphur-2-base

SulphurAI · Video
Open weightsNot reviewed yet
$0Free, self-hosted
Free (open weights)
Quality —

Wan2.1-T2V-14B

Wan-AI · Video
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

mochi-1-preview

genmo · Video
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

MiniMax-H3-Turbo-Lora

larryvrh · Video
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

HunyuanVideo-1.5

tencent · Video
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
other
Quality —

AnimateDiff-Lightning

ByteDance · Video
Open weightsUse restrictionsNot reviewed yet
$0Free, self-hosted
Free (open weights)
creativeml-openrail-m
Quality —

pyramid-flow-sd3

rain1011 · Video
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
other
Quality —

XTTS-v2

coqui · Speech & Voice
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
other
Quality —

Dia-1.6B

nari-labs · Speech & Voice
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

VibeVoice-1.5B

microsoft · Speech & Voice
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
mit
Quality —

csm-1b

sesame · Speech & Voice
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

Qwen3-TTS-12Hz-1.7B-CustomVoice

Qwen · Speech & Voice
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

chatterbox

ResembleAI · Speech & Voice
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
mit
Quality —

VoxCPM2

openbmb · Speech & Voice
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

stable-audio-open-1.0

stabilityai · Music & Audio
Open weightsRead the licenceNot reviewed yet
$0Free, self-hosted
Free (open weights)
other
Quality —

ChatTTS

2Noise · Music & Audio
Open weightsNon-commercialNot reviewed yet
$0Free, self-hosted
Free (open weights)
cc-by-nc-4.0
Quality —

MiniMax-Music3

MiniMaxAI · Music & Audio
Open weightsNot reviewed yet
$0Free, self-hosted
Free (open weights)
Quality —

YuE2-3B

m-a-p · Music & Audio
Open weightsNon-commercialNot reviewed yet
$0Free, self-hosted
Free (open weights)
cc-by-nc-4.0
Quality —

Ace-Step1.5

ACE-Step · Music & Audio
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
mit
Quality —

ACE-Step-v1-3.5B

ACE-Step · Music & Audio
Open weightsCommercial use OKNot reviewed yet
$0Free, self-hosted
Free (open weights)
apache-2.0
Quality —

riffusion-model-v1

riffusion · Music & Audio
Open weightsUse restrictionsNot reviewed yet
$0Free, self-hosted
Free (open weights)
creativeml-openrail-m
Quality —

musicgen-large

facebook · Music & Audio
Open weightsNon-commercialNot reviewed yet
$0Free, self-hosted
Free (open weights)
cc-by-nc-4.0
Quality —

Prices checked hourly against the LiteLLM dataset · last updated 1 second ago. API rates, not seat subscriptions. Watching 320 models for new releases — 49 added in the last 30 days, marked not reviewed yet.

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