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deepseek-v4-pro
DeepSeek V4 Pro
- Total Context
- 256K
- Max Output
- 64K
- Std Input Price
- $0.56 /M Token
- Std Output Price
- $1.11 /M Token
BatchIn
The High-Performance Gateway for Next-Gen Open & MoE Models
Slash AI inference costs by 80%. 100% OpenAI-compatible with cryptographic proof
Cryptographically Verified
Global Edge Gateway · 128 tok/s
Routing Engine
RouteLLM Pareto Dispatch
Prefix Cache TTFT
< 38ms Latency (-90%)
Corporate FinOps
Enterprise Tax Invoices
VaaS Attestation
Ed25519 / Receipt Hash
INDIVIDUAL / PRO
Developer path
Create an API key, copy the API endpoint, run a real Playground request, then inspect usage, cost, top-ups, and VaaS evidence.
Open pathTEAMS & SCALEEnterprise path
Open the production management surface for projects, keys, usage, request logs, billing, VaaS, reserved capacity, dedicated endpoints, and security posture.
Open pathAUTONOMOUS M2MAgent path
Manage agent keys, coding access, run history, usage by agent, billing, and VaaS from one workspace path.
Open pathProduct reel
One workspace from model access to usage settlement.
See how BatchIn brings Model API, Multimodal API, Billing, VaaS, and Dedicated Capacity into one workspace.
Core Infrastructure Engines
Cryptographic weights attestation, sub-1ms self-healing JSON, and hedged SLA dispatch for production AI.
Tamper-Proof
Verifiable Inference & Response Attestation
Ed25519 / SHA-256
Cryptographic Ed25519 signatures and SHA-256 receipt hashes verify inference integrity and prevent middlebox tampering.
< 0.8ms Repair
Universal JSON Schema Auto-Healer
98.4% Parse Recovery
Deterministic AST parser that repairs markdown fences, single quotes, unclosed braces, and missing fields in <1ms without re-prompting.
-89% P99 Latency
Hedged Dual-Dispatch & SLA
100% SLA Refund
Speculatively launches a secondary cluster when primary TTFT lags, aborting the slower replica in <5ms to eliminate tail stragglers.
< 38ms TTFT
Prefix KV-Cache Acceleration
Up to 90% Cost Cut
Multi-turn prompt caching slashes TTFT to 38ms with up to 90% token discounts and transparent cache-hit headers.
Tax Compliance
Global Enterprise Invoicing
8 Auto-Debit Rails
Compliant corporate invoices with automated balance top-ups, threshold billing, and multi-currency settlement.
MCP Native
Agent Cascade Routing Mesh
15+ Global Clusters
Native MCP protocol support with instant multi-region fallback across 15+ clusters to prevent 429/503 agent crashes.
1080p DiT
Cinema Multimodal Video API
Instant Failure Refund
Doubao Seedance 2.0 and Kling v3 video generation with physics-based motion and automatic refunds on failure.
Zero Data Retention
Dedicated Throughput Pools & ZDR
99.95% Financial SLA
Dedicated throughput lanes with zero-retention ephemeral processing, private endpoint access, and 99.95% financially-backed SLA.
Get Started in 3 Steps
OpenAI-compatible API with signed records, access controls, and production-ready model delivery.
1
Sign Up & Get API Key
Create an account, copy your API key, and apply an invite code for approved access or cohort programs if you have one
batchin-sk-xxxx...2
Change base_url
Using OpenAI SDK? Just change one line of code
client = OpenAI( base_url="https://api.batchin.tech/v1", api_key="YOUR_KEY" )
3
Route production inference
Route production inference across managed, dedicated, and policy-controlled delivery paths without changing SDKs.
deepseek-v4-proqwen3.8-maxglm-5.3kimi-k3minimax-m3seedance2.5-huoshankling-v3wan3.0-video
Developer Trust
Switch to BatchIn in one line
OpenAI-compatible by default. Validate in Playground first, then move repeatable traffic into Model API
batchin sdk quickstart
Featured modelsA short list for the homepage. Open Models for the full catalog.
Choose production-ready models with pricing, latency, and availability visible in one catalog.
Published pricingSee model page for verified pricing
Deep Reasoning
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deepseek-v4.1-flash
DeepSeek V4.1 Flash
- Total Context
- 256K
- Max Output
- 64K
- Std Input Price
- $0.32 /M Token
- Std Output Price
- $1.29 /M Token
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qwen3.8-max
Qwen 3.8 Max
- Total Context
- 1M
- Max Output
- 32K
- Std Input Price
- $1.94 /M Token
- Std Output Price
- $5.81 /M Token
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glm-5.3
GLM-5.3
- Total Context
- 256K
- Max Output
- 32K
- Std Input Price
- $0.74 /M Token
- Std Output Price
- $2.60 /M Token
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kimi-k2.7-code
Kimi K2.7 Code
- Total Context
- 256K
- Max Output
- 32K
- Std Input Price
- $0.60 /M Token
- Std Output Price
- $2.50 /M Token
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kimi-k3
Kimi K3
- Total Context
- 2M
- Max Output
- 64K
- Std Input Price
- $1.86 /M Token
- Std Output Price
- $9.29 /M Token
video
kling-v3
Kling v3
- Total Context
- Prompt & Keyframe
- Max Output
- 1080p Video
- Std Input Price
- $0.06 /M Token
- Std Output Price
- Contact us
video
seedance2.5-huoshan
Seedance 2.5 Huoshan
- Total Context
- Prompt & Keyframe
- Max Output
- 1080p Video
- Std Input Price
- $0.05 /M Token
- Std Output Price
- Contact us
video
wan3.0-video
Wan 3.0 Video
- Total Context
- Prompt & Keyframe
- Max Output
- 1080p Video
- Std Input Price
- $0.04 /M Token
- Std Output Price
- Contact us
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minimax-m3
MiniMax M3
- Total Context
- 512K
- Max Output
- 32K
- Std Input Price
- $0.40 /M Token
- Std Output Price
- $1.60 /M Token
Pricing Calculator
Estimate cost by model and monthly usage.
The homepage shows BatchIn published pricing
Open each model detail page for the current public price, cached-input rate, and any published batch pricing.
BatchIn
$83.55
Shown in USD
Model pricing note
See the model detail page for verified pricing notes
Pricing lane
Shows the current public pricing lane for this model
Monthly BatchIn estimate
BatchIn$83.55
The homepage calculator shows BatchIn published pricing only.
Enterprise Dedicated Capacity & Private Endpoints
Guaranteed enterprise throughput and dedicated concurrency with zero noisy neighbors and 99.99% cluster SLA.
- Dedicated concurrency lanes with zero noisy neighbors and sub-100ms TTFT consistency
- Enterprise Zero Data Retention (ZDR) with end-to-end TLS encryption and immediate session clean-up
- Seamless VPC Peering and AWS PrivateLink for regulated enterprise and financial institutions
Contact Us
Scale production AI inference with 80% lower cost and verifiable billing.
Reach out for enterprise access, dedicated throughput pools, or custom integration.
Inference controlAccess controlled
Managed accessAvailable
Policy reviewConfigured with you
TracesConfigured with you
VaaSCustom delivery
Access planning
Enterprise Inquiries & Access
Email our team with your target models, expected traffic, and budget. We will configure your access tier and dedicated routes within 24 hours.
Helpful details to include
- • Team name and production timeline
- • Target models and estimated monthly token volume
- • Dedicated throughput, VaaS receipts, or private cluster requirements
Platform Capabilities & Delivery Standards
Unified Endpoint: 100% OpenAI-compatible routing for next-gen open and MoE models.
Verifiable Billing: Ed25519-signed request receipts for transparent enterprise accounting.
Smart Failover: High-availability routing with sub-millisecond automated lane failover.
Industrial Video: High-concurrency media pipelines powered by Doubao Seedance 2.0 & Kling-v3.
Private Isolation: Dedicated throughput pools with custom tenant boundaries and SLA.
Zero Retention: Strict enterprise data privacy with zero model training or caching.
Upcoming Events
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