Google says its new Gemini 3.8 Flash model ‘works harder’ but might cost more

Google launched Gemini 3.8 Flash, arriving just some weeks after its predecessor. The corporate claims the brand new mannequin “works more durable” than Gemini 3.7 Flash by performing extra reasoning steps on complicated duties and “calling instruments iteratively.” It has the identical introductory pricing as 3.7 Flash, $0.75 per million enter tokens and $3.75 per million output tokens, however may nonetheless find yourself costing customers extra. Google warns that “the mannequin may use extra tokens to maximise efficiency, particularly at increased effort ranges.” Builders can maintain utilizing Gemini 3.7 Flash in the event that they wish to reduce token utilization.

Gemini 3.8 Flash’s launch was adopted by some early impressions on-line. Artificial Analysis highlighted the mannequin’s pricing, saying Gemini 3.8 Flash is “the most cost effective we’ve measured at this degree of intelligence. That is up ~40% from Gemini 3.7 Flash regardless of unchanged per-token pricing, pushed by a 30% enhance in output tokens per activity and extra activates agentic evaluations.”

Aigora.ai CEO John Ennis in contrast Gemini 3.8 Flash to Anthropic’s fashions, saying it gives “Opus 5 coding high quality however at a fraction of the associated fee and tremendous quick,” including, “That is going to be so superior for issues like making remotion movies.”

Google says Gemini 3.8 Flash gives “important enhancements” for software program engineering and autonomous AI brokers. It outperforms its predecessor and different frontier fashions on the DeepSWE v1.1 software program engineering benchmark, together with Anthropic’s Fable 5, which got an upgrade earlier this week that additionally guarantees stronger efficiency at a lower cost, by slicing the worth to make use of cached knowledge.

Google’s new mannequin additionally outperformed its rivals on the Vals Finance Agent V2 benchmark and Harvey’s Authorized Agent benchmark. Nevertheless, the brand new mannequin additionally “ships with safeguards towards misuse within the domains of Chemical, Organic, Radiological, and Nuclear (CBRN) and cyber offense.”

Google additionally launched Gemini 3.8 Flash Cyber alongside its new Fairwind Program, which is restricted to governments and “trusted companions.” This system, whose 650 members embody CrowdStrike and the Heart for Web Safety, gives entry to three.8 Flash Cyber and Google’s CodeMender agent, which Google says might help “autonomously discover and repair vulnerabilities, defending crucial infrastructure, public companies, and nationwide safety.” Gemini 3.8 Flash is out there now for shoppers with a Google AI Professional or Extremely subscription, in addition to builders and enterprise customers.

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