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Research

Deep-dives into LLM economics, token optimization, and agent architecture research from the Tikoly team. 26 articles. · Page 2 / 3

Model Switcher
Instantly switch between 15+ LLM models mid-session and see the cost impact update in real time — DeepSeek, OpenAI, Anthropic, Google, Mistral and more.
模型切换器
在会话中即时切换 15+ 种 LLM 模型,实时查看成本变化——支持 DeepSeek、OpenAI、Anthropic、Google、Mistral 等。
Token Burn Dashboard
Real-time token usage monitoring across all LLM calls — input, output, cached, and reasoning tokens displayed per-request and cumulative.
Token 消耗仪表盘
实时监控所有 LLM 调用的 Token 使用情况——输入、输出、缓存和推理 Token,按请求和累计显示。
Tikoly Opens Waitlist for Agent-First LLM Provider
Agent makers can now register for early access to Tikoly — the LLM provider built for multi-turn agent workflows with real-time cost visibility and 99.999% auditability.
Tikoly 开启面向智能体构建者的 LLM 提供商内测申请
智能体构建者现可注册 Tikoly 早期访问——专为多轮智能体工作流构建的 LLM 提供商,具备实时成本可见性和 99.999% 可审计性。
COST / DEEPSEEK V4 ANALYSIS
Per-million-token cost breakdown across all Tikoly-supported models. DeepSeek v4 Flash delivers the lowest cost per token for high-throughput agent tasks.
成本 / DEEPSEEK V4 分析
Tikoly 支持的所有模型的每百万 Token 成本分析。DeepSeek v4 Flash 为高吞吐智能体任务提供最低的每 Token 成本。
tikosim Token Simulator Now Available as Free CLI
Download tikosim — a real-time LLM token cost simulator that lets agent makers compare models, task profiles, and pricing tiers before buying a token package.
tikosim Token 模拟器现以免费 CLI 形式发布
下载 tikosim——一款实时 LLM Token 成本模拟器,让智能体构建者在购买 Token 套餐前比较模型、任务配置文件和定价级别。

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