Language
Text-in, text-out models for chat, reasoning, tool use, and coding, selected by model override.
The language models the SDK can call for text generation and any agent that reasons in text. Each one is documented with the numbers that decide a choice: how much it can read at once, what it costs per million tokens in and out, and whether it reasons, calls tools, or reads images. You rarely name one by hand. The generation actions carry a sensible default, and a model override swaps in a specific model when a task needs more context, lower cost, or a particular capability.
130 models
AAmazon Nova LiteLanguage
Amazon· viaAmazon Bedrock
300K
Context
5K
Max out
$0.059
In / 1M
$0.24
Out / 1M
FastLow costMultimodal
AClaude 5 SonnetLanguage
Anthropic
1M
Context
64K
Max out
$3.00
In / 1M
$15.00
Out / 1M
VisionReasoningLarge context+3
DDeepSeek V4 FlashLanguage
DeepSeek· viaDeepInfra
1M
Context
384K
Max out
$0.090
In / 1M
$0.18
Out / 1M
Reasoning
DDeepSeek V4 Flash 0731Language
DeepSeek· viaDeepInfra
1M
Context
384K
Max out
$0.090
In / 1M
$0.18
Out / 1M
Reasoning
DDeepSeek V4 ProLanguage
DeepSeek· viaDeepInfra
1M
Context
384K
Max out
$1.30
In / 1M
$2.60
Out / 1M
Reasoning
DDeepSeek-R1Language
DeepSeek· viaDeepInfra
64K
Context
8K
Max out
$0.55
In / 1M
$2.19
Out / 1M
Reasoning
GGemini 2.5 ProLanguage
Google
1M
Context
64K
Max out
$2.50
In / 1M
$15.00
Out / 1M
VisionReasoningLarge context+1
ZGLM-5.3Language
Z.ai· viaAlibaba Cloud
1M
Context
131.1K
Max out
$1.40
In / 1M
$4.40
Out / 1M
Large context
OGPT-5.1Language
OpenAI
400K
Context
128K
Max out
$1.25
In / 1M
$10.00
Out / 1M
VisionReasoning
OGPT-5.5Language
OpenAI
1M
Context
128K
Max out
$5.00
In / 1M
$30.00
Out / 1M
VisionReasoningLarge context+2
OGPT‑5.2 ProLanguage
OpenAI
400K
Context
256K
Max out
$21.00
In / 1M
$168.00
Out / 1M
VisionReasoningTools+1
TInklingLanguage
Thinking Machines· viaDeepInfra
524.3K
Context
524.3K
Max out
$0.95
In / 1M
$4.05
Out / 1M
VisionMultimodal
MKimi K3Language
Moonshot· viaMoonshot AI
1M
Context
131.1K
Max out
$3.00
In / 1M
$15.00
Out / 1M
VisionLarge contextMultimodal
NNemotron 3 Ultra 550BLanguage
Nvidia· viaDeepInfra
262.1K
Context
16.4K
Max out
$0.50
In / 1M
$2.20
Out / 1M
Reasoning
QQwen3.5 Omni PlusLanguage
Qwen· viaAlibaba Cloud
256K
Context
64K
Max out
$1.40
In / 1M
$8.30
Out / 1M
VisionMultimodal
QQwen3.8 2.4TLanguage
Qwen· viaAlibaba Cloud
1M
Context
131.1K
Max out
$2.00
In / 1M
$6.00
Out / 1M
Large contextReasoning
QQwen3.8 2.4TLanguage
Qwen· viaDeepInfra
262.1K
Context
262.1K
Max out
$2.00
In / 1M
$6.00
Out / 1M
Reasoning
QQwen3.8 MaxLanguage
Qwen· viaAlibaba Cloud
1M
Context
131.1K
Max out
$2.00
In / 1M
$6.00
Out / 1M
VisionLarge contextReasoning
BSeed 2.0 ProLanguage
ByteDance· viaDeepInfra
256K
Context
256K
Max out
$0.50
In / 1M
$3.00
Out / 1M
VisionMultimodal
AAmazon Nova 2 LiteLanguage
Amazon· viaAmazon Bedrock
1M
Context
64K
Max out
$0.30
In / 1M
$2.50
Out / 1M
VisionLarge contextLow cost
AAmazon Nova MicroLanguage
Amazon· viaAmazon Bedrock
128K
Context
5K
Max out
$0.035
In / 1M
$0.14
Out / 1M
Low costFastMultimodal
AAmazon Nova ProLanguage
Amazon· viaAmazon Bedrock
300K
Context
5K
Max out
$0.80
In / 1M
$3.20
Out / 1M
Fast
AClaude 4.5 HaikuLanguage
Anthropic
200K
Context
64K
Max out
$1.00
In / 1M
$5.00
Out / 1M
Vision
AClaude 4.5 OpusLanguage
Anthropic
200K
Context
64K
Max out
$5.00
In / 1M
$25.00
Out / 1M
VisionLarge contextTools+2
AClaude 4.5 SonnetLanguage
Anthropic
200K
Context
64K
Max out
$3.00
In / 1M
$15.00
Out / 1M
VisionLarge contextTools+1
AClaude 4.6 OpusLanguage
Anthropic
1M
Context
128K
Max out
$5.00
In / 1M
$25.00
Out / 1M
VisionLarge contextReasoning+2
AClaude 4.6 SonnetLanguage
Anthropic
1M
Context
128K
Max out
$3.00
In / 1M
$15.00
Out / 1M
VisionLarge contextReasoning+2
AClaude 4.7 OpusLanguage
Anthropic
1M
Context
128K
Max out
$5.00
In / 1M
$25.00
Out / 1M
VisionLarge contextReasoning+2
AClaude 4.8 OpusLanguage
Anthropic
1M
Context
128K
Max out
$5.00
In / 1M
$25.00
Out / 1M
VisionLarge contextReasoning+2
AClaude 5 FableLanguage
Anthropic
1M
Context
128K
Max out
$10.00
In / 1M
$50.00
Out / 1M
VisionLarge contextReasoning+2
AClaude 5 OpusLanguage
Anthropic
1M
Context
128K
Max out
$5.00
In / 1M
$25.00
Out / 1M
VisionLarge contextReasoning+2
DDeepSeek R1 TurboLanguage
DeepSeek· viaDeepInfra
128K
Context
8K
Max out
$1.00
In / 1M
$3.00
Out / 1M
DDeepSeek V3.1Language
DeepSeek· viaDeepInfra
128K
Context
8K
Max out
$0.27
In / 1M
$1.00
Out / 1M
DDeepSeek V3.2Language
DeepSeek· viaDeepInfra
160K
Context
8K
Max out
$0.26
In / 1M
$0.38
Out / 1M
DDeepSeek-V3Language
DeepSeek· viaDeepInfra
128K
Context
8K
Max out
$0.40
In / 1M
$0.89
Out / 1M
Fast
GGemini 2.5 FlashLanguage
Google
1M
Context
64K
Max out
$0.30
In / 1M
$2.50
Out / 1M
VisionFastLow cost+2
GGemini 2.5 Flash LiteLanguage
Google
1M
Context
65.5K
Max out
$0.100
In / 1M
$0.40
Out / 1M
VisionFast
GGemini 3 FlashLanguage
Google
1M
Context
65.5K
Max out
$0.50
In / 1M
$3.00
Out / 1M
VisionLarge contextTools
GGemini 3.1 Flash LiteLanguage
Google
1M
Context
65.5K
Max out
$0.25
In / 1M
$1.50
Out / 1M
VisionLarge contextLow cost
GGemini 3.1 ProLanguage
Google
1M
Context
65.5K
Max out
$4.00
In / 1M
$18.00
Out / 1M
VisionLarge contextReasoning+2
GGemini 3.5 FlashLanguage
Google
1M
Context
65.5K
Max out
$1.50
In / 1M
$9.00
Out / 1M
GGemini 3.5 Flash LiteLanguage
Google
1M
Context
65.5K
Max out
$0.30
In / 1M
$2.50
Out / 1M
VisionLarge contextLow cost
GGemini 3.6 FlashLanguage
Google
1M
Context
65.5K
Max out
$0.75
In / 1M
$3.75
Out / 1M
VisionLarge contextReasoning+1
GGemini 3.7 FlashLanguage
Google
1M
Context
65.5K
Max out
$0.75
In / 1M
$3.75
Out / 1M
VisionLarge contextReasoning+2
GGemma 3.2Language
Google· viaDeepInfra
128K
Context
8K
Max out
$0.100
In / 1M
$0.20
Out / 1M
ReasoningMultimodal
GGemma 4 26BLanguage
Google· viaDeepInfra
262.1K
Context
16.4K
Max out
$0.070
In / 1M
$0.34
Out / 1M
VisionMultimodalLow cost
GGemma 4 31BLanguage
Google· viaDeepInfra
262.1K
Context
16.4K
Max out
$0.13
In / 1M
$0.38
Out / 1M
VisionReasoningMultimodal
ZGLM 4.6Language
Z.ai· viaDeepInfra
200K
Context
16.4K
Max out
$0.50
In / 1M
$2.00
Out / 1M
ZGLM 4.6VLanguage
Z.ai· viaDeepInfra
131.1K
Context
16.4K
Max out
$0.30
In / 1M
$0.90
Out / 1M
ZGLM 4.7Language
Z.ai· viaDeepInfra
131.1K
Context
16.4K
Max out
$0.40
In / 1M
$1.75
Out / 1M
ZGLM 4.7 FlashLanguage
Z.ai· viaDeepInfra
202.8K
Context
16.4K
Max out
$0.060
In / 1M
$0.40
Out / 1M
FastLow cost
ZGLM 5Language
Z.ai· viaDeepInfra
200K
Context
16.4K
Max out
$0.80
In / 1M
$2.56
Out / 1M
ZGLM 5.1Language
Z.ai· viaDeepInfra
200K
Context
16.4K
Max out
$1.05
In / 1M
$3.50
Out / 1M
ZGLM-5.2Language
Z.ai· viaDeepInfra
1M
Context
128K
Max out
$0.93
In / 1M
$3.00
Out / 1M
Large context
ZGLM-5.3 FlashLanguage
Z.ai· viaDeepInfra
1M
Context
131.1K
Max out
$0.15
In / 1M
$0.50
Out / 1M
VisionFastLow cost+1
OGPT 5.4Language
OpenAI
1M
Context
128K
Max out
$2.50
In / 1M
$15.00
Out / 1M
OGPT 5.4 ProLanguage
OpenAI
1M
Context
128K
Max out
$30.00
In / 1M
$180.00
Out / 1M
OGPT 5.5 ProLanguage
OpenAI
1M
Context
128K
Max out
$30.00
In / 1M
$180.00
Out / 1M
ReasoningLarge context
OGPT 5.6 LunaLanguage
OpenAI
1.1M
Context
128K
Max out
$0.20
In / 1M
$1.20
Out / 1M
Vision
OGPT 5.6 SolLanguage
OpenAI
1.1M
Context
128K
Max out
$5.00
In / 1M
$30.00
Out / 1M
Vision
OGPT 5.6 TerraLanguage
OpenAI
1.1M
Context
128K
Max out
$2.00
In / 1M
$12.00
Out / 1M
Vision
OGPT OSS 120BLanguage
OpenAI· via
Groq
128K
Context
32.8K
Max out
$0.15
In / 1M
$0.75
Out / 1M
Open sourceFast
OGPT OSS 20BLanguage
OpenAI· via
Groq
128K
Context
32.8K
Max out
$0.100
In / 1M
$0.50
Out / 1M
Open sourceFast
OGPT-5Language
OpenAI
400K
Context
128K
Max out
$1.25
In / 1M
$10.00
Out / 1M
VisionReasoningTools+1
OGPT-5 miniLanguage
OpenAI
400K
Context
128K
Max out
$0.25
In / 1M
$2.00
Out / 1M
VisionToolsMCP
OGPT-5 nanoLanguage
OpenAI
400K
Context
128K
Max out
$0.050
In / 1M
$0.40
Out / 1M
VisionToolsMCP
Granite 4.2 30BLanguageIBM· viaDeepInfra
131.1K
Context
32.8K
Max out
$0.16
In / 1M
$0.65
Out / 1M
ReasoningOpen source
Granite 4.2 3BLanguageIBM· viaDeepInfra
131.1K
Context
32.8K
Max out
$0.030
In / 1M
$0.12
Out / 1M
ReasoningFastLow cost
Granite 4.2 8BLanguageIBM· viaDeepInfra
131.1K
Context
32.8K
Max out
$0.060
In / 1M
$0.25
Out / 1M
ReasoningOpen sourceLow cost
Grok 3LanguageX.ai
131.1K
Context
8.2K
Max out
$3.00
In / 1M
$15.00
Out / 1M
Grok 3 FastLanguageX.ai
131.1K
Context
8.2K
Max out
$5.00
In / 1M
$25.00
Out / 1M
Grok 3 MiniLanguageX.ai
131.1K
Context
8.2K
Max out
$0.30
In / 1M
$0.50
Out / 1M
Grok 3 Mini FastLanguageX.ai
131.1K
Context
8.2K
Max out
$0.60
In / 1M
$4.00
Out / 1M
Grok 4LanguageX.ai
256K
Context
256K
Max out
$3.00
In / 1M
$15.00
Out / 1M
Grok 4 FastLanguageX.ai
2M
Context
2M
Max out
$0.20
In / 1M
$0.50
Out / 1M
Vision
Grok 4 Fast ReasoningLanguageX.ai
2M
Context
2M
Max out
$0.20
In / 1M
$0.50
Out / 1M
Grok 4.1 FastLanguageX.ai
2M
Context
2M
Max out
$0.20
In / 1M
$0.50
Out / 1M
Grok 4.1 Fast ReasoningLanguageX.ai
2M
Context
2M
Max out
$0.20
In / 1M
$0.50
Out / 1M
Grok 4.20LanguageX.ai
2M
Context
2M
Max out
$2.00
In / 1M
$6.00
Out / 1M
Grok 4.20 ReasoningLanguageX.ai
2M
Context
2M
Max out
$2.00
In / 1M
$6.00
Out / 1M
Grok 4.3LanguageX.ai
1M
Context
900K
Max out
$1.25
In / 1M
$2.50
Out / 1M
Grok 4.5LanguageX.ai
500K
Context
450K
Max out
$2.00
In / 1M
$6.00
Out / 1M
Grok 4.6LanguageX.ai
500K
Context
450K
Max out
$2.00
In / 1M
$6.00
Out / 1M
Grok Build 0.1LanguageX.ai
256K
Context
230K
Max out
$1.00
In / 1M
$2.00
Out / 1M
Hy3LanguageTencent· viaDeepInfra
262.1K
Context
32.8K
Max out
$0.14
In / 1M
$0.58
Out / 1M
Large contextOpen sourceLow cost
TInkling SmallLanguage
Thinking Machines· viaDeepInfra
524.3K
Context
524.3K
Max out
$0.45
In / 1M
$1.20
Out / 1M
VisionFastMultimodal+1
MKimi K2.5Language
Moonshot· viaDeepInfra
262.1K
Context
16.4K
Max out
$0.45
In / 1M
$2.80
Out / 1M
MKimi K2.6Language
Moonshot· viaDeepInfra
262.1K
Context
16.4K
Max out
$0.75
In / 1M
$3.50
Out / 1M
MKimi K2.7 CodeLanguage
Moonshot· viaDeepInfra
262.2K
Context
10M
Max out
$0.74
In / 1M
$3.50
Out / 1M
CodingAgentic
Ling 3.0 FlashLanguageinclusionAI· viaDeepInfra
131.1K
Context
131.1K
Max out
$0.060
In / 1M
$0.18
Out / 1M
FastLow cost
Llama 4 MaverickLanguageMeta· viaDeepInfra
130K
Context
60K
Max out
$0.20
In / 1M
$0.80
Out / 1M
Llama 4 ScoutLanguageMeta· viaDeepInfra
130K
Context
60K
Max out
$0.11
In / 1M
$0.34
Out / 1M
MiMo V2.5LanguageXiaomi· viaDeepInfra
262.1K
Context
262.1K
Max out
$0.40
In / 1M
$2.00
Out / 1M
VisionMultimodalOpen source
MiMo V2.5 ProLanguageXiaomi· viaDeepInfra
1M
Context
128K
Max out
$1.00
In / 1M
$3.00
Out / 1M
Large context
MiniMax M3LanguageMiniMax· viaDeepInfra
524.3K
Context
16.4K
Max out
$0.28
In / 1M
$1.10
Out / 1M
VisionLarge contextMultimodal
Ministral 3 14BLanguageMistral
256K
Context
16K
Max out
$0.20
In / 1M
$0.20
Out / 1M
Open source
Ministral 3 3BLanguageMistral
256K
Context
16K
Max out
$0.100
In / 1M
$0.100
Out / 1M
Open source
Ministral 3 8BLanguageMistral
256K
Context
16K
Max out
$0.15
In / 1M
$0.15
Out / 1M
Open source
Mistral CodestralLanguageMistral
32K
Context
16K
Max out
$0.20
In / 1M
$0.60
Out / 1M
Mistral Large 3LanguageMistral
256K
Context
16K
Max out
$0.50
In / 1M
$1.50
Out / 1M
Open source
Mistral NemoLanguageMistral
128K
Context
64K
Max out
$0.15
In / 1M
$0.15
Out / 1M
Mistral Small 3.1 (25.03)LanguageMistral
128K
Context
16K
Max out
$0.100
In / 1M
$0.30
Out / 1M
Muse Glimmer 30BLanguageMeta· viaDeepInfra
131.1K
Context
16.4K
Max out
$0.30
In / 1M
$1.20
Out / 1M
VisionMultimodal
Muse Spark 1.1LanguageMeta
1M
Context
128K
Max out
$1.25
In / 1M
$4.25
Out / 1M
VisionLarge context
NNemotron 3 Nano 30BLanguage
Nvidia· viaDeepInfra
1M
Context
16.4K
Max out
$0.050
In / 1M
$0.20
Out / 1M
NNemotron 3 Super 120BLanguage
Nvidia· viaDeepInfra
1M
Context
16.4K
Max out
$0.100
In / 1M
$0.50
Out / 1M
NNemotron 3.5 LightningLanguage
Nvidia· viaDeepInfra
262.1K
Context
16.4K
Max out
$0.080
In / 1M
$0.20
Out / 1M
FastReasoning
Oo1Language
OpenAI
200K
Context
100K
Max out
$15.00
In / 1M
$60.00
Out / 1M
Oo1-proLanguage
OpenAI
200K
Context
100K
Max out
$150.00
In / 1M
$600.00
Out / 1M
Oo3Language
OpenAI
200K
Context
100K
Max out
$2.00
In / 1M
$8.00
Out / 1M
Oo3-miniLanguage
OpenAI
200K
Context
100K
Max out
$1.10
In / 1M
$4.40
Out / 1M
Oo3-proLanguage
OpenAI
200K
Context
100K
Max out
$2.00
In / 1M
$8.00
Out / 1M
QQwen3 235BLanguage
Qwen· viaDeepInfra
262.1K
Context
262.1K
Max out
$0.090
In / 1M
$0.55
Out / 1M
QQwen3 VL 235BLanguage
Qwen· viaDeepInfra
262.1K
Context
262.1K
Max out
$0.20
In / 1M
$0.88
Out / 1M
VisionMultimodalLow cost
QQwen3.5 397BLanguage
Qwen· viaDeepInfra
262.1K
Context
262.1K
Max out
$0.45
In / 1M
$3.00
Out / 1M
VisionReasoningMultimodal
QQwen3.5 Omni FlashLanguage
Qwen· viaAlibaba Cloud
256K
Context
64K
Max out
$0.40
In / 1M
$2.20
Out / 1M
Vision
QQwen3.6 FlashLanguage
Qwen· viaAlibaba Cloud
1M
Context
64K
Max out
$0.25
In / 1M
$1.50
Out / 1M
VisionLarge contextReasoning
QQwen3.6-35B-A3BLanguage
Qwen· viaDeepInfra
262.1K
Context
262.1K
Max out
$0.20
In / 1M
$1.00
Out / 1M
QQwen3.7 FlashLanguage
Qwen· viaAlibaba Cloud
1M
Context
65.5K
Max out
$0.030
In / 1M
$0.13
Out / 1M
VisionFastLarge context+1
QQwen3.7 MaxLanguage
Qwen· viaAlibaba Cloud
1M
Context
64K
Max out
$2.50
In / 1M
$7.50
Out / 1M
VisionLarge contextReasoning
QQwen3.7 PlusLanguage
Qwen· viaAlibaba Cloud
1M
Context
64K
Max out
$0.40
In / 1M
$1.60
Out / 1M
VisionLarge contextReasoning
QQwen3.8 27BLanguage
Qwen· viaDeepInfra
262.1K
Context
262.1K
Max out
$0.40
In / 1M
$3.00
Out / 1M
VisionReasoningMultimodal
QQwen3.8 FlashLanguage
Qwen· viaAlibaba Cloud
1M
Context
65.5K
Max out
$0.16
In / 1M
$0.47
Out / 1M
VisionFastLarge context+1
BSeed 1.8Language
ByteDance· viaDeepInfra
256K
Context
256K
Max out
$0.25
In / 1M
$2.00
Out / 1M
VisionMultimodalLow cost
BSeed 2.0 CodeLanguage
ByteDance· viaDeepInfra
256K
Context
256K
Max out
$0.50
In / 1M
$3.00
Out / 1M
VisionMultimodalTools
SonarLanguagePerplexity
128K
Context
32.8K
Max out
$1.00
In / 1M
$1.00
Out / 1M
Sonar Deep ResearchLanguagePerplexity
128K
Context
8K
Max out
$2.00
In / 1M
$8.00
Out / 1M
Sonar ProLanguagePerplexity
200K
Context
8K
Max out
$3.00
In / 1M
$15.00
Out / 1M
Sonar Reasoning ProLanguagePerplexity
128K
Context
8K
Max out
$2.00
In / 1M
$8.00
Out / 1M
StepFun· viaDeepInfra
262.1K
Context
262.1K
Max out
$0.20
In / 1M
$1.15
Out / 1M
VisionReasoningMultimodal