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Gemini 3.5 Flash Lite (Vertex AI)

Gemini 3.5 Flash-Lite is a lightweight member of Google's Gemini 3.5 family, engineered for workloads where response speed and operating cost matter more than maximum capability. Google DeepMind positions it as the fastest and most cost-effective option in its tier, explicitly aimed at low-latency, high-throughput agentic pipelines where many small tasks are dispatched in parallel. According to the DeepMind product page, the model sustains a measured output throughput of around 350 tokens per second on the Artificial Analysis Index, making it well suited for time-sensitive interactions such as live assistants, rapid translation, UI generation, and short coding assistance.

Practically, the model is a strong fit for focused subagents that each own a narrow slice of a larger multi-agent workflow, rather than for open-ended reasoning that benefits from the largest models in the line. OpenRouter's listing confirms it ships with a one-million-token context window, giving these subagents enough room to read substantial documents or code bases without splitting state across calls. Standard per-million-token pricing is set at a low input tier and a higher output tier, with discounted flex and cache-read rates available through select hosts, reinforcing the design goal of keeping large-volume agent traffic economically viable while preserving quality on tasks like code synthesis, transformation, and translation.

Eden AIvertex/gemini-3.5-flash-litegemini-flash-lite

Quick Info

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Provider
Eden AI
Model key
vertex/gemini-3.5-flash-lite
Release date
Jul 21, 2026
Last updated
Jul 21, 2026
Knowledge cutoff
2026-03
Input modalities
Output modalities
Capabilities

Cost

Input token cost
$0.30
Output token cost
$2.50

Limits

Output tokens
65,536 tokens
Context window
1,048,576 tokens

Transparent token rates

Compare Gemini 3.5 Flash Lite (Vertex AI) pricing

Rates are shown per one million tokens. Combined means one million input plus one million output tokens.

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Latest news about Gemini 3.5 Flash Lite (Vertex AI)

Eden AI

Official sourceComparison

Eden AI's own comparison page lists Gemini 3.5 Flash-Lite at $0.30 per 1M input tokens and $2.50 per 1M output tokens, with a free tier available, positioning it as a budget-tier OpenAI API alternative. This figure is notably higher than Google's direct API pricing of $0.10/$0.40 per 1M tokens reported elsewhere, sugge The article compares providers including Anthropic, Google, DeepSeek, xAI, Mistral, Meta, and Cohere alongside multi-provider platforms such as Eden AI, evaluating pricing, model options, API compatibility, and migration effort. It emphasizes cost at scale as the primary driver for moving off OpenAI in 2026, citing rou

Eden AI

Coverage

Almcorp's coverage focuses specifically on Gemini 3.5 Flash-Lite's rollout inside Google Search, noting it is the only one of the three July 21, 2026 launched models to land in Search. The Flash-Lite release is built for speed and high-volume, low-latency work that agentic search tools depend on, with Google claiming 3 Google's own announcement claims 3.5 Flash-Lite significantly outperforms Gemini 3 Flash on established benchmarks, scoring 54.2% versus 49.6% on SWE-Bench Pro and 74.0% versus 65.1% on OSWorld-Verified, though these are vendor-reported figures rather than independent confirmation. The article also details that Gemini

Eden AI

Coverage

Tech Insider's coverage confirms that Google shipped three Gemini models on July 21, 2026, with Gemini 3.6 Flash going generally available at $1.50 per 1M input and $7.50 per 1M output tokens. The announcement is framed around getting more done with fewer tokens, and Gemini 3.6 Flash replaces Gemini 3.5 Flash as Google Gemini 3.5 Flash-Lite is rolling into Google Search alongside API availability in AI Studio, Android Studio, Antigravity, and the Gemini Enterprise Agent Platform, indicating a broad distribution push rather than a narrow developer preview. The rollout lands as OpenAI, Anthropic, and xAI each pushed out mid-tier refres

Eden AI

Coverage

36kr's English coverage confirms Google's surprise July 21, 2026 launch of Gemini 3.6 Flash and Gemini 3.5 Flash-Lite with no prior warning, appearing directly in the model selector of Google AI Studio and Gemini. One model targets stronger coding and Agent capabilities while the other is designed for lower-cost large- Google positions Gemini 3.6 Flash as a high-efficiency model for real-world production environments and Agent applications, where a single task may require dozens of rounds of model calls, making affordability and speed critical alongside capability. Gemini 3.6 Flash continues the 1 million-token long context, code exe

Eden AI

CoverageBenchmark

Google launched Gemini 3.5 Flash-Lite on July 21, 2026 alongside Gemini 3.6 Flash and a limited-pilot Gemini 3.5 Flash Cyber model, with day-one availability in Google AI Studio, the Gemini API, the Gemini app, Android Studio, Antigravity, and Vertex AI / Gemini Enterprise. The model is positioned as the cheapest and f Independent third-party benchmarks are more mixed: the Artificial Analysis Intelligence Index gives Gemini 3.6 Flash a score of 50, matching its predecessor, and community tests show it trailing GPT-5.6 Luna, Grok 4.5, and Kimi K3 on several coding evaluations. Google separately confirmed it has started pre-training Ge

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