NeuroFlow Reasoner v3.5 Live · 2M Token Context

Architected for Deep Reasoning
and Autonomous Code

High-throughput neural text engine built for mission-critical code synthesis, complex mathematical chain-of-thought, and autonomous agent orchestration.

neuroflow-sdk-v3 // stream_inference.py
HTTP/2 200 OK
# Initialize NeuroFlow streaming client
import neuroflow as nf
client = nf.Client(api_key="sc_live_9f82b7c4...", base_url="https://text.neurofloww.work/v1")

# Execute deep step-by-step reasoning prompt
stream = client.reasoning.create(
  model="neuroflow-reasoner-3.5",
  prompt="Synthesize concurrent lock-free buffer in Rust with benchmark.",
  temperature=0.2,
  max_thinking_tokens=8192
)
<thought_process> Verified atomic memory ordering: Release/Acquire semantics for queue head and tail pointers. Eliminating false sharing with #[repr(align(64))] padding.
<result> pub struct LockFreeRingBuffer<T, const N: usize> { ... } // Throughput: 142M ops/sec
38ms
Time to First Token
2,048K
Active Context Window
92.4%
HumanEval Code Pass@1
99.99%
Uptime SLA Guarantee

Engineered for Frontier Tasks

Purpose-built neural architectures delivering uncompromised precision across any domain.

Extended Chain-of-Thought (CoT) Deliberation

Dynamic compute allocation allows models to deliberate before answering, systematically disproving edge conditions in multi-step algorithms, formal mathematical proofs, and security audits.

Polyglot Code Synthesis

Native comprehension of 40+ programming languages, framework ecosystems, and AST parsing for real-time refactoring.

Rigid Structured Outputs

Guaranteed JSON schema conformism with strict grammar constraint enforcement at the token sampling level.

Zero-Retention Enterprise Privacy

SOC 2 Type II compliant pipelines. Your proprietary code and enterprise documents are never retained, logged, or utilized for foundation model retraining.

Developer & Enterprise Access

High-throughput inference endpoints available for authorized engineering teams and research labs.

Python & Node SDKs

Lightweight asynchronous client libraries with built-in retry logic, token estimation, and streaming response handlers.

pip install neuroflow-core

Dedicated Virtual VPC

Private endpoint peering across AWS, GCP, and bare-metal European datacenters with guaranteed hardware isolation.

✓ ISO/IEC 27001 & SOC 2 Verified

Instant Key Provisioning

Request programmatic credentials for low-latency batch jobs, agent workflows, and continuous evaluation pipelines.