All Providers
95 Models
30 Families
2M Max Context
$0.02–$20 Input Cost/MTok
$0.05–$75 Output Cost/MTok

Capabilities

Reasoning
Tool Calling
Attachments
Open Weights

Setup

Set the following environment variable to use Abacus:

ABACUS_API_KEY

Models (95)

Model Model ID Input Cost Output Cost Context Capabilities
Llama 3.1 8B Instruct llama meta-llama/Meta-Llama-3.1-8B-Instruct $0.02/MTok $0.05/MTok 128K Tools Open
GPT-5 Nano gpt-nano gpt-5-nano $0.05/MTok $0.40/MTok 400K Reasoning Tools Files
GPT OSS 120B gpt-oss openai/gpt-oss-120b $0.08/MTok $0.44/MTok 128K Reasoning Tools Open
Qwen3 32B qwen Qwen/Qwen3-32B $0.09/MTok $0.29/MTok 131.1K Reasoning Tools Open
GPT-4.1 nano gpt-nano gpt-4.1-nano $0.10/MTok $0.40/MTok 1.0M Tools Files
Qwen 2.5 72B Instruct qwen Qwen/Qwen2.5-72B-Instruct $0.11/MTok $0.38/MTok 128K Tools Open
Qwen3 235B A22B Instruct qwen Qwen/Qwen3-235B-A22B-Instruct-2507 $0.13/MTok $0.60/MTok 262.1K Reasoning Tools Open
Llama 4 Maverick 17B Instruct llama meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8 $0.14/MTok $0.59/MTok 1.0M Tools Files Open
DeepSeek V4 Flash deepseek-flash deepseek-ai/DeepSeek-V4-Flash $0.14/MTok $0.28/MTok 1M Reasoning Tools Open
Gemma 4 31B IT gemma google/gemma-4-31b-it $0.14/MTok $0.40/MTok 262.1K Reasoning Tools Files Open
GPT-4o mini gpt-mini gpt-4o-mini $0.15/MTok $0.60/MTok 128K Tools Files
Kimi K2 Turbo Preview kimi-k2 kimi-k2-turbo-preview $0.15/MTok $8/MTok 256K Tools
GPT-5.4 nano gpt-nano gpt-5.4-nano $0.20/MTok $1.25/MTok 400K Reasoning Tools Files
Grok 4.1 Fast (Non-Reasoning) grok grok-4-1-fast-non-reasoning $0.20/MTok $0.50/MTok 2M Tools Files
Grok 4 Fast (Non-Reasoning) grok grok-4-fast-non-reasoning $0.20/MTok $0.50/MTok 2M Tools Files
Grok Code Fast 1 grok grok-code-fast-1 $0.20/MTok $1.50/MTok 256K Tools Files
Gemini 3.1 Flash Lite gemini-flash-lite gemini-3.1-flash-lite $0.25/MTok $1.50/MTok 1.0M Reasoning Tools Files
GPT-5 Mini gpt-mini gpt-5-mini $0.25/MTok $2/MTok 400K Reasoning Tools Files
Gemini 3.1 Flash Lite Preview gemini-flash gemini-3.1-flash-lite-preview $0.25/MTok $1.50/MTok 1.0M Reasoning Tools Files
DeepSeek V3.1 Terminus deepseek deepseek-ai/DeepSeek-V3.1-Terminus $0.27/MTok $1/MTok 128K Reasoning Tools Open
DeepSeek V3.2 deepseek deepseek-ai/DeepSeek-V3.2 $0.27/MTok $0.40/MTok 128K Reasoning Tools Open
Qwen3-Coder 480B-A35B Instruct qwen Qwen/Qwen3-Coder-480B-A35B-Instruct $0.29/MTok $1.20/MTok 262.1K Tools Open
Nano Banana gemini-flash gemini-2.5-flash-image $0.30/MTok $30/MTok 32.8K Reasoning Files
Gemini 2.5 Flash gemini-flash gemini-2.5-flash $0.30/MTok $2.50/MTok 1.0M Reasoning Tools Files
MiniMax-M2.7 minimax MiniMaxAI/MiniMax-M2.7 $0.30/MTok $1.20/MTok 204.8K Reasoning Tools Open
MiniMax-M3 minimax MiniMaxAI/MiniMax-M3 $0.30/MTok $1.20/MTok 1M Reasoning Tools Files Open
Qwen3.6 27B qwen Qwen/Qwen3.6-27B $0.32/MTok $3.20/MTok 262.1K Reasoning Tools Files Open
GPT-4.1 mini gpt-mini gpt-4.1-mini $0.40/MTok $1.60/MTok 1.0M Tools Files
QwQ 32B qwen Qwen/QwQ-32B $0.40/MTok $0.40/MTok 32.8K Reasoning Tools Open
Nano Banana 2 gemini-flash gemini-3.1-flash-image-preview $0.50/MTok $3/MTok 1.0M Reasoning Files
Gemini 3 Flash Preview gemini-flash gemini-3-flash-preview $0.50/MTok $3/MTok 1.0M Reasoning Tools Files
DeepSeek V3.1 deepseek deepseek/deepseek-v3.1 $0.55/MTok $1.66/MTok 128K Reasoning Tools Open
Llama 3.3 70B Versatile llama llama-3.3-70b-versatile $0.59/MTok $0.79/MTok 128K Tools Open
Llama-3.3-70B-Instruct llama meta-llama/Meta-Llama-3.3-70B-Instruct $0.59/MTok $0.79/MTok 131.1K Tools Files Open
Kimi K2.5 kimi-k2 kimi-k2.5 $0.60/MTok $3/MTok 262.1K Reasoning Tools Open
GLM-4.6 glm zai-org/GLM-4.6 $0.60/MTok $2.20/MTok 202.8K Reasoning Tools Open
GLM-4.7 glm zai-org/GLM-4.7 $0.60/MTok $2.20/MTok 204.8K Reasoning Tools Open
GLM-4.5 glm zai-org/GLM-4.5 $0.60/MTok $2.20/MTok 131.1K Reasoning Tools Open
GPT-5.4 mini gpt-mini gpt-5.4-mini $0.75/MTok $4.50/MTok 400K Reasoning Tools Files
Qwen 2.5 Coder 32B qwen qwen-2.5-coder-32b $0.79/MTok $0.79/MTok 128K Tools Open
Kimi K2.6 kimi-k2 moonshotai/Kimi-K2.6 $0.95/MTok $4/MTok 262.1K Reasoning Tools Files Open
MiMo-V2-Pro mimo mimo-v2-pro $1/MTok $3/MTok 1.0M Reasoning Tools
Claude Haiku 4.5 claude-haiku claude-haiku-4-5-20251001 $1/MTok $5/MTok 200K Reasoning Tools Files
GPT-5.6 Luna gpt-luna gpt-5.6-luna $1/MTok $6/MTok 1M Reasoning Tools Files
GLM-5 glm zai-org/GLM-5 $1/MTok $3.20/MTok 204.8K Reasoning Tools Open
o3-mini o-mini o3-mini $1.10/MTok $4.40/MTok 200K Reasoning Tools
o4-mini o-mini o4-mini $1.10/MTok $4.40/MTok 200K Reasoning Tools Files
Qwen3 Max qwen qwen3-max $1.20/MTok $6/MTok 131.1K Reasoning Tools
GPT-5-Codex gpt-codex gpt-5-codex $1.25/MTok $10/MTok 400K Reasoning Tools
GPT-5.1 Codex Max gpt gpt-5.1-codex-max $1.25/MTok $10/MTok 400K Reasoning Tools Files
GPT-5.1 Chat Latest gpt gpt-5.1-chat-latest $1.25/MTok $10/MTok 400K Reasoning Tools Files
GPT-5.1 Codex gpt-codex gpt-5.1-codex $1.25/MTok $10/MTok 400K Reasoning Tools Files
Muse Spark 1.1 muse muse-spark-1.1 $1.25/MTok $4.25/MTok 1M Reasoning Tools Files
Grok 4.3 grok grok-4.3 $1.25/MTok $2.50/MTok 1M Reasoning Tools Files
GPT-5 gpt gpt-5 $1.25/MTok $10/MTok 400K Reasoning Tools Files
GPT-5.1 gpt gpt-5.1 $1.25/MTok $10/MTok 400K Reasoning Tools Files
Gemini 2.5 Pro gemini-pro gemini-2.5-pro $1.25/MTok $10/MTok 1.0M Reasoning Tools Files
GLM-5.2 glm zai-org/GLM-5.2 $1.40/MTok $4.40/MTok 1.0M Reasoning Tools Open
GLM-5.1 glm zai-org/GLM-5.1 $1.40/MTok $4.40/MTok 204.8K Reasoning Tools Open
Gemini 3.5 Flash gemini-flash gemini-3.5-flash $1.50/MTok $9/MTok 1.0M Reasoning Tools Files
DeepSeek V4 Pro deepseek-thinking deepseek-ai/DeepSeek-V4-Pro $1.74/MTok $3.48/MTok 1M Reasoning Tools Open
GPT-5.3 Chat Latest gpt gpt-5.3-chat-latest $1.75/MTok $14/MTok 400K Reasoning Tools Files
GPT-5.3 Codex gpt-codex gpt-5.3-codex $1.75/MTok $14/MTok 400K Reasoning Tools Files
GPT-5.3 Codex XHigh gpt gpt-5.3-codex-xhigh $1.75/MTok $14/MTok 400K Reasoning Tools Files
GPT-5.2 Codex gpt-codex gpt-5.2-codex $1.75/MTok $14/MTok 400K Reasoning Tools Files
GPT-5.2 Chat Latest gpt gpt-5.2-chat-latest $1.75/MTok $14/MTok 400K Reasoning Tools Files
GPT-5.2 gpt gpt-5.2 $1.75/MTok $14/MTok 400K Reasoning Tools Files
o3 o o3 $2/MTok $8/MTok 200K Reasoning Tools Files
GPT-4.1 gpt gpt-4.1 $2/MTok $8/MTok 1.0M Tools Files
Nano Banana Pro gemini-pro gemini-3-pro-image-preview $2/MTok $12/MTok 65.5K Reasoning Files
Grok 4.5 grok grok-4.5 $2/MTok $6/MTok 500K Reasoning Tools Files
Gemini 3.1 Pro Preview gemini-pro gemini-3.1-pro-preview $2/MTok $12/MTok 1.0M Reasoning Tools Files
GPT-5.4 gpt gpt-5.4 $2.50/MTok $15/MTok 400K Reasoning Tools Files
GPT-5.6 Terra gpt-terra gpt-5.6-terra $2.50/MTok $15/MTok 1M Reasoning Tools Files
GPT-4o (2024-11-20) gpt gpt-4o-2024-11-20 $2.50/MTok $10/MTok 128K Tools Files
GPT-4o gpt gpt-4o $2.50/MTok $10/MTok 128K Tools Files
Claude Sonnet 4 claude-sonnet claude-sonnet-4-20250514 $3/MTok $15/MTok 200K Reasoning Tools Files
Claude Sonnet 4.6 claude-sonnet claude-sonnet-4-6 $3/MTok $15/MTok 1M Reasoning Tools Files
Grok 4 grok grok-4-0709 $3/MTok $15/MTok 256K Reasoning Tools Files
Claude Sonnet 3.7 claude-sonnet claude-3-7-sonnet-20250219 $3/MTok $15/MTok 200K Reasoning Tools Files
RouteLLM gpt route-llm $3/MTok $15/MTok 128K Tools Files
Claude Sonnet 4.5 claude-sonnet claude-sonnet-4-5-20250929 $3/MTok $15/MTok 200K Reasoning Tools Files
Claude Sonnet 5 claude-sonnet claude-sonnet-5 $3/MTok $15/MTok 1M Reasoning Tools Files
DeepSeek R1 deepseek-thinking deepseek-ai/DeepSeek-R1 $3/MTok $7/MTok 128K Reasoning Tools Open
Llama 3.1 405B Instruct Turbo llama meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo $3.50/MTok $3.50/MTok 128K Tools Open
Claude Opus 4.8 claude-opus claude-opus-4-8 $5/MTok $25/MTok 1M Reasoning Tools Files
Claude Opus 4.5 claude-opus claude-opus-4-5-20251101 $5/MTok $25/MTok 200K Reasoning Tools Files
Claude Opus 4.7 claude-opus claude-opus-4-7 $5/MTok $25/MTok 1M Reasoning Tools Files
Claude Opus 4.6 claude-opus claude-opus-4-6 $5/MTok $25/MTok 1M Reasoning Tools Files
GPT-5.6 Sol gpt-sol gpt-5.6-sol $5/MTok $30/MTok 1M Reasoning Tools Files
GPT-5.5 gpt gpt-5.5 $5/MTok $30/MTok 1M Reasoning Tools Files
Claude Fable 5 claude-fable claude-fable-5 $10/MTok $50/MTok 1M Reasoning Tools Files
Claude Opus 4 claude-opus claude-opus-4-20250514 $15/MTok $75/MTok 200K Reasoning Tools Files
Claude Opus 4.1 claude-opus claude-opus-4-1-20250805 $15/MTok $75/MTok 200K Reasoning Tools Files
o3-pro o-pro o3-pro $20/MTok $40/MTok 200K Reasoning Tools Files