Transparent token economics

Pricing built for real usage conversations, not opaque AI spend.

Review list pricing by model group, compare input and output rates, and align teams on how model choice affects cost, context, and infrastructure posture.

Value that scales

Pay as you go
Simple 5% management fee
  • No committed monthly platform fee
  • Per-model input/output pricing
  • Public visibility into list rates
  • Volume based discounts available

User Led Optimisation

Granular usage feedback and budgeting controls empower users to manage their spend.

Visible trade-offs

Compare price with context window, infrastructure type, and model family in one place. Auto supplier error capture and redirect for higher uptime and less agentic flow disruption.

Enterprise-ready

Role based access, GDPR & ISO compliance, multi-provider for resilience.

Model group

Chat & Completion

Public list pricing for currently grouped models.

49 models
Model Family Context Infrastructure Pricing Unit Regions Status
Deepseek V4 Pro
deepseek-v4-pro
chat 1.0M cloud
$1.32 input / $3.96 output
MTok πŸ‡¨πŸ‡³ DeepSeek Live
Kimi K3
kimi-k3
chat 1.0M cloud $3.00 input / $15.00 output / MTok MTok πŸ‡ΈπŸ‡¬ Moonshot AI, πŸ‡¨πŸ‡³ Moonshot AI, πŸ‡ΊπŸ‡Έ Moonshot AI Live
Minimax M3
minimax-m3
chat 1.0M cloud $0.30 input / $1.20 output / MTok MTok πŸ‡ΈπŸ‡¬ MiniMax, πŸ‡¨πŸ‡³ MiniMax, πŸ‡ΊπŸ‡Έ MiniMax Live
Deepseek V4 Flash
deepseek-v4-flash
chat 1.0M cloud
$0.44 input / $1.32 output
MTok πŸ‡¨πŸ‡³ DeepSeek Live
GLM 5.3
glm-5.3
chat 1.0M cloud $0.56 input / $2.50 output / MTok MTok πŸ‡ΊπŸ‡Έ Zhipu AI, πŸ‡¨πŸ‡³ Zhipu AI Live
Minimax M2.7
minimax-m2.7
chat 204K cloud $0.40 input / $1.60 output / MTok MTok πŸ‡ΈπŸ‡¬ MiniMax, πŸ‡ΊπŸ‡Έ MiniMax Live
Qwen3 235b
qwen3-235b
chat 256K cloud $0.09 input / $0.10 output / MTok MTok πŸ‡ΊπŸ‡Έ Alibaba Live
Hy3 Preview
hy3-preview
chat 262K sovereign $0.07 input / $0.26 output / MTok MTok πŸ‡¨πŸ‡³ CloudSigma, πŸ‡ΊπŸ‡Έ CloudSigma Live
Deepseek R1 70b
deepseek-r1-70b
chat 128K cloud $0.56 input / $0.64 output / MTok MTok πŸ‡ΊπŸ‡Έ DeepSeek Live
Kimi K2.6
kimi-k2.6
chat 262K cloud $0.90 input / $4.00 output / MTok MTok πŸ‡¨πŸ‡³ Moonshot AI, πŸ‡ΊπŸ‡Έ Moonshot AI Live
GLM 5.1
glm-5.1
chat 200K cloud $1.05 input / $3.50 output / MTok MTok πŸ‡ΊπŸ‡Έ Zhipu AI, πŸ‡¨πŸ‡³ Zhipu AI Live
Mistral Small 4
mistral-small-4
chat 131K cloud $0.10 input / $0.30 output / MTok MTok πŸ‡«πŸ‡· Mistral AI Live
GLM 4.7 Flash
glm-4.7-flash
chat - cloud $0.06 input / $0.40 output / MTok MTok πŸ‡ΊπŸ‡Έ Zhipu AI, πŸ‡¨πŸ‡³ Zhipu AI Live
Qwen3 30b A3b
qwen3-30b-a3b
chat - cloud $0.12 input / $0.50 output / MTok MTok πŸ‡ΊπŸ‡Έ Alibaba, πŸ‡¨πŸ‡³ Alibaba Live
Qwen3 VL 30b A3b Instruct
qwen3-vl-30b-a3b-instruct
chat - cloud $0.15 input / $0.60 output / MTok MTok πŸ‡ΊπŸ‡Έ Alibaba, πŸ‡¨πŸ‡³ Alibaba Live
Qwen3.5 397b A17b
qwen3.5-397b-a17b
chat - cloud $0.39 input / $2.34 output / MTok MTok πŸ‡¨πŸ‡³ Alibaba Live
Codestral
codestral
chat 256K cloud $0.30 input / $0.90 output / MTok MTok πŸ‡«πŸ‡· Mistral AI, πŸ‡ΊπŸ‡Έ Mistral AI Live
Gemini 2.5 Pro
gemini-2.5-pro
chat 1M cloud $1.25 input / $10.00 output / MTok MTok πŸ‡ΊπŸ‡Έ Google Live
Qwen 3 32b
qwen-3-32b
chat 40K cloud $0.08 input / $0.28 output / MTok MTok πŸ‡ΊπŸ‡Έ Alibaba, πŸ‡¨πŸ‡³ Alibaba Live
Qwen 2.5 7b
qwen-2.5-7b
chat 33K cloud $0.04 input / $0.10 output / MTok MTok πŸ‡ΊπŸ‡Έ Alibaba, πŸ‡¨πŸ‡³ Alibaba Live
Gemma 3 27b
gemma-3-27b
chat 128K sovereign $0.08 input / $0.16 output / MTok MTok πŸ‡ΊπŸ‡Έ CloudSigma Live
Gemma 4 31b
gemma-4-31b
chat 256K sovereign $0.13 input / $0.38 output / MTok MTok πŸ‡ΊπŸ‡Έ CloudSigma Live
Qwen3.5 Plus
qwen3.5-plus
chat 1M cloud $0.26 input / $1.56 output / MTok MTok πŸ‡¨πŸ‡³ Alibaba, πŸ‡ΊπŸ‡Έ Alibaba Live
GLM 4.5 Air
glm-4.5-air
chat 128K cloud $0.05 input / $0.10 output / MTok MTok πŸ‡¨πŸ‡³ Zhipu AI Live
Llama 3.1 8b
llama-3.1-8b
chat 128K cloud $0.02 input / $0.04 output / MTok MTok πŸ‡ΊπŸ‡Έ Meta Live
Llama 3.3 70b
llama-3.3-70b
chat 128K cloud $0.10 input / $0.32 output / MTok MTok πŸ‡ΊπŸ‡Έ Meta Live
Llama 4 Scout
llama-4-scout
chat 320K cloud $0.10 input / $0.30 output / MTok MTok πŸ‡ΊπŸ‡Έ Meta Live
Magistral Medium
magistral-medium
chat 40K cloud $2.00 input / $5.00 output / MTok MTok πŸ‡«πŸ‡· Mistral AI Live
Mistral Medium
mistral-medium
chat 131K cloud $1.50 input / $7.50 output / MTok MTok πŸ‡«πŸ‡· Mistral AI, πŸ‡ΊπŸ‡Έ Mistral AI Live
Qwen 72b
qwen-72b
chat 33K cloud $0.36 input / $0.40 output / MTok MTok πŸ‡¨πŸ‡³ Alibaba, πŸ‡ΊπŸ‡Έ Alibaba Live
Deepseek Chat
deepseek-chat
chat 64K cloud $0.20 input / $0.60 output / MTok MTok πŸ‡¨πŸ‡³ DeepSeek, πŸ‡ΊπŸ‡Έ DeepSeek Live
Minimax M2.5
minimax-m2.5
chat 197K cloud $0.40 input / $1.60 output / MTok MTok πŸ‡ΈπŸ‡¬ MiniMax, πŸ‡¨πŸ‡³ MiniMax, πŸ‡ΊπŸ‡Έ MiniMax Live
GPT 6 Astra
gpt-6-astra
chat 1.1M cloud $10.00 input / $50.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
Claude Fable 5.1
claude-fable-5.1
chat 1M cloud $10.00 input / $50.00 output / MTok MTok πŸ‡ΊπŸ‡Έ Anthropic Live
Claude Opus 5.5
claude-opus-5.5
chat 1M cloud $5.00 input / $25.00 output / MTok MTok πŸ‡ΊπŸ‡Έ Anthropic Live
Claude Sonnet 5.5
claude-sonnet-5.5
chat 1M cloud $2.00 input / $10.00 output / MTok MTok πŸ‡ΊπŸ‡Έ Anthropic Live
GPT 6.1 Sol
gpt-6.1-sol
chat 1.1M cloud $2.00 input / $10.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
GPT 6 Luna
gpt-6-luna
chat 1.1M cloud $1.00 input / $6.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
GPT 5.6 Sol Pro
gpt-5.6-sol-pro
chat 1.1M cloud $5.00 input / $30.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
GPT 5.6 Sol
gpt-5.6-sol
chat 1.1M cloud $4.00 input / $20.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
GPT 5.6 Terra Pro
gpt-5.6-terra-pro
chat 1.1M cloud $2.50 input / $15.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
GPT 5.6 Terra
gpt-5.6-terra
chat 1.1M cloud $2.50 input / $15.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
GPT 5.5 Pro
gpt-5.5-pro
chat 400K cloud $45.00 input / $270.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
GPT 5.6 Luna Pro
gpt-5.6-luna-pro
chat 1.1M cloud $1.00 input / $6.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
Gemini 3.1 Pro Preview
gemini-3.1-pro-preview
chat 2M cloud $2.00 input / $12.00 output / MTok MTok πŸ‡ΊπŸ‡Έ Google Live
GPT 5.5
gpt-5.5
chat 400K cloud $1.75 input / $14.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
GPT 5.4
gpt-5.4
chat 1.1M cloud $1.75 input / $14.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
Gemini 3.5 Flash
gemini-3.5-flash
chat 1M cloud $1.50 input / $9.00 output / MTok MTok πŸ‡ΊπŸ‡Έ Google Live
Gemini 3.1 Flash Lite
gemini-3.1-flash-lite
chat 1M cloud $0.25 input / $1.50 output / MTok MTok πŸ‡ΊπŸ‡Έ Google Live
Model group

Vision & Multimodal

Public list pricing for currently grouped models.

2 models
Model Family Context Infrastructure Pricing Unit Regions Status
Qwen2.5 VL 72b
qwen2.5-vl-72b
vision 33K cloud $0.20 input / $0.60 output / MTok MTok πŸ‡³πŸ‡± Alibaba, πŸ‡ΊπŸ‡Έ Alibaba Live
Mistral Large
mistral-large
vision 131K cloud $0.50 input / $1.50 output / MTok MTok πŸ‡«πŸ‡· Mistral AI Live
Model group

OCR & Documents

Public list pricing for currently grouped models.

5 models
Model Family Context Infrastructure Pricing Unit Regions Status
Mistral Ocr
mistral-ocr
ocr - cloud $2.00 / 1K Pages 1K Pages πŸ‡«πŸ‡· Mistral AI Live
Olmocr 2 7b Fp8
olmocr-2-7b-fp8
ocr 33K sovereign $8.00 / 1K Pages 1K Pages πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Paddleocr VL 1 6
paddleocr-vl-1-6
ocr 33K sovereign $6.00 / 1K Pages 1K Pages πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Paddleocr Structure V3
paddleocr-structure-v3
ocr - sovereign $4.00 / 1K Pages 1K Pages πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Smoldocling 256m Preview
smoldocling-256m-preview
ocr - sovereign $2.00 / 1K Pages 1K Pages πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Model group

Document Conversion

Public list pricing for currently grouped models.

3 models
Model Family Context Infrastructure Pricing Unit Regions Status
Docx Native Parser
docx-native-parser
document_conversion - sovereign β€” / Request Request πŸ‡¨πŸ‡­ CloudSigma Live
Markitdown Text Preview
markitdown-text-preview
document_conversion - sovereign β€” / Request Request πŸ‡¨πŸ‡­ CloudSigma Live
Markitdown Full Preview
markitdown-full-preview
document_conversion - sovereign β€” / Request Request πŸ‡¨πŸ‡­ CloudSigma Live
Model group

Image Generation

Public list pricing for currently grouped models.

1 models
Model Family Context Infrastructure Pricing Unit Regions Status
GPT Image 2
gpt-image-2
image - cloud from $0.04 / Image Image πŸ‡ΊπŸ‡Έ OpenAI Live
Model group

Embedding

Public list pricing for currently grouped models.

1 models
Model Family Context Infrastructure Pricing Unit Regions Status
BGE M3
bge-m3
embedding - sovereign $0.05 input / MTok MTok πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Model group

Reranking

Public list pricing for currently grouped models.

1 models
Model Family Context Infrastructure Pricing Unit Regions Status
BGE Reranker V2 M3
bge-reranker-v2-m3
reranker - sovereign $0.02 / 1K Rerank Pairs 1K Rerank Pairs πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Model group

Text-to-Speech

Public list pricing for currently grouped models.

2 models
Model Family Context Infrastructure Pricing Unit Regions Status
Kokoro
kokoro
tts - sovereign $0.01 / 1K Characters 1K Characters πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
F5 TTS
f5-tts
tts - sovereign $0.02 / 1K Characters 1K Characters πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Model group

Transcription

Public list pricing for currently grouped models.

3 models
Model Family Context Infrastructure Pricing Unit Regions Status
Whisper
whisper
transcription - cloud <$0.01 / Audio Minute Audio Minute πŸ‡¬πŸ‡· OpenAI, πŸ‡ΊπŸ‡Έ OpenAI, πŸ‡ΉπŸ‡Ό OpenAI Live
Whisper 1
whisper-1
transcription - cloud <$0.01 / Audio Minute Audio Minute πŸ‡¬πŸ‡· OpenAI, πŸ‡ΊπŸ‡Έ OpenAI, πŸ‡ΉπŸ‡Ό OpenAI Live
GPT Transcribe
gpt-transcribe
transcription - cloud <$0.01 / Audio Minute Audio Minute πŸ‡ΊπŸ‡Έ OpenAI Live
Model group

Realtime Transcription

Public list pricing for currently grouped models.

2 models
Model Family Context Infrastructure Pricing Unit Regions Status
GPT Live Transcribe
gpt-live-transcribe
realtime - cloud $0.02 / Audio Minute Audio Minute πŸ‡ΊπŸ‡Έ OpenAI Live
GPT Realtime 2.1
gpt-realtime-2.1
realtime 33K cloud $4.00 input / $24.00 output / MTok MTok πŸ‡ΊπŸ‡Έ OpenAI Live
Model group

Speaker Recognition

Public list pricing for currently grouped models.

3 models
Model Family Context Infrastructure Pricing Unit Regions Status
Ecapa Tdnn
ecapa-tdnn
speaker - sovereign <$0.01 / Audio Minute Audio Minute πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Xvector
xvector
speaker - sovereign <$0.01 / Audio Minute Audio Minute πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Wavlm Base Plus Sv
wavlm-base-plus-sv
speaker - sovereign <$0.01 / Audio Minute Audio Minute πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Model group

Audio Understanding

Public list pricing for currently grouped models.

3 models
Model Family Context Infrastructure Pricing Unit Regions Status
Clap
clap
audio - sovereign <$0.01 / Audio Minute Audio Minute πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Ast
ast
audio - sovereign <$0.01 / Audio Minute Audio Minute πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live
Mert
mert
audio - sovereign <$0.01 / Audio Minute Audio Minute πŸ‡¬πŸ‡· CloudSigma, πŸ‡ΉπŸ‡Ό CloudSigma Live

Transparent from day one

  • Public price list for planning
  • User and API Key level budgeting
  • Easy model-by-model comparison

Designed for internal governance

  • Support budget ownership conversations
  • Align technical and commercial trade-offs
  • Make cost visible before rollout

Need enterprise terms?

  • Higher-volume commercial discussions
  • Dedicated infrastructure pathways
  • Compliance and procurement alignment
Next step

Pick a model strategy with full visibility into price and platform fit.

Use the pricing tables with the public model catalog and API documentation to decide what your team should test, approve, and scale.