API pricing & content workload comparison

Omev AI vs Gemini API
for repeatable content work

Test Omev AI on product copy, metadata and drafts with clear source facts. Compare Gemini's standard and Batch bills, then include thinking, caching and search before choosing where each task runs.

$5 free credit · 10 days · no card

Di Reshtei

By Di Reshtei, Co-founder of OmevAI · X

Rates checked

Choose a provider for the task you can measure

Omev AI publishes this comparison. Start with a small content pilot and compare what your team can approve. A lower token price alone does not establish equivalent output or features.

Our first option to test for content

Omev AI

Try Lite on concise, repeatable outputs and Pro on longer briefs or drafts. Supply the source facts, desired format and acceptance rules.

Omev AI homepage showing production workloads and its benchmark offer

Keep the capabilities your workflow uses

Google Gemini API

Keep Gemini where its output, Google tools or media capabilities fit. Apply the billing mode and discounts your application actually uses.

Google AI for Developers homepage with Gemini API and Google AI Studio navigation

Omev AI vs Gemini API token prices

Selected paid standard text rates in USD per million tokens. Google rows use the Gemini Developer API; app subscriptions, free quotas and Google Cloud pricing are separate.

Standard paid text rates in USD per one million tokens
ModelInput / 1MOutput / 1M
OmevAI Lite$0.15$1.25
OmevAI Pro$0.625$5
Gemini 3.5 Flash-Lite ↗$0.3$2.5
Gemini 3.8 Flash* ↗$0.75$3.75
Gemini 3.1 Pro Preview · legacy ↗$2$12

*Flash 3.8 promotional rates run through December 31, 2026. Google lists $1.5 input / $7.5 output from January 1, 2027. Pro Preview rates shown apply to prompts up to 200k tokens; longer prompts have a higher rate. Verify Google's current rate card ↗

Google's output charge includes thinking tokens. Use the total billed output, including reasoning that never appears in the final draft. Read Gemini's thinking-token billing guide ↗

Two budgets for 10,000 content tasks

These are illustrative token budgets. Each comparison holds input and billed output volume equal across providers. Actual tokenization, reasoning, retries and approved output will vary; replace the assumptions with your pilot's usage.

Short descriptions and metadata

10,000 outputs × 1,000 input and 200 billed output tokens each: 10,000,000 input and 2,000,000 output tokens.

Omev Lite

$4

Published standard rates

Gemini 3.5 Flash-Lite

$8

Standard API rates

Flash-Lite Batch

$4

Same token cost as Omev Lite

Longer content drafts

10,000 drafts × 3,000 input and 2,000 billed output tokens each: 30,000,000 input and 20,000,000 output tokens.

Omev Pro

$118.75

Published standard rates

Gemini 3.8 Flash

$97.5

Current promotional rates

Flash 3.8 Batch

$48.75

Promotional Batch rates

Flash is cheaper in this example. Applying Google's announced 2027 standard rates to the same volume would give $195; that is a future-rate scenario, not today's bill. Choose using effective rates, feature requirements and review effort.

Gemini Batch API pricing: timing changes the choice

Google's Batch API discounts supported token rates by 50%. It processes requests asynchronously with a target turnaround of 24 hours. Actual timing can vary, so use it for work that can wait.

For a nightly catalog update, Flash-Lite Batch and Omev Lite have equal token costs in the short-output example. For a draft someone is waiting on, compare standard delivery and test response time. None of these budgets establishes equivalent speed, quality or limits.

Check Google's Batch requirements ↗

Gemini context caching pricing: reads plus storage

Repeated source documents can change input costs. Implicit caching passes on savings when a request hits the cache; count actual hits. Explicit caching lets an application retain a supported prefix and also introduces storage charges.

Flash 3.8 cached input

$0.075 / 1M

Current standard cached-input rate. Fresh input and output are billed separately.

Explicit cache storage

$0.5 / 1M / hour

Keeping 100,000 tokens for 6 hours costs $0.3 in storage alone, before token usage.

These Flash 3.8 cache rates are promotional through December 31, 2026. The token calculator accepts an effective input rate; add applicable storage separately. Set retention to the period you need and check the caching support of your API route.

Read Google's caching and storage guide ↗

Gemini grounding pricing: count search queries

Google Search adds a separate charge. For the Gemini 3 models here, Google lists 5,000 free queries per month shared across Gemini 3.x, then $14 per 1,000. One prompt can trigger multiple searches.

An additional $70 for search

Assume 10,000 search queries and the full 5,000-query allowance still available: (10,000 − 5,000) ÷ 1,000 × $14 = $70. Add token charges. Other project usage may have already consumed the shared allowance.

For an existing product catalog or an approved research brief, test whether the writing step needs another search. Keeping source gathering separate can avoid repeated retrieval, while Gemini remains useful for work that needs its native grounding. Omev's text price does not include an equivalent Google Search service.

Verify Google Search billing and citations ↗

Keep research and content production measurable

Gather the source material, approve a text brief, then test Omev on the repeatable writing step. Compare fact accuracy, required fields, formatting, retries and editing time against your existing route.

Research sources become a reviewed brief, which feeds Omev AI content production before final editorial review.

Start an Omev pilot on supplied facts

Use a representative set of descriptions, metadata or rewrites with the same acceptance rules. Measure API charges and review effort per approved result.

Keep Gemini where it fits the job

Retain Google-specific grounding, media workflows or output behavior you rely on. Keep a cheaper effective route when it already passes your checks.

Native Google SDK calls need request and response mapping to Omev's supported interface. Tool settings, media, thinking controls and streaming require their own checks. Follow the Gemini migration guide →

Use briefs permitted by your provider's content terms. Omev uses inputs and outputs for training and improvement, with no opt-out; self-service content must not contain personal data. Read Omev's customer-content terms.

Omev AI vs Gemini API: common questions

Is Omev AI cheaper than the Gemini API?

It depends on the task and billing mode. The short-output example costs $4 on Omev Lite, $8 on Flash-Lite standard and $4 on Flash-Lite Batch. At current promotional rates, Gemini 3.8 Flash costs less than Omev Pro in the longer-draft example. Compare accepted results and your effective bill.

Does this compare the Gemini app, the Developer API or Vertex AI?

The Google rows use paid Gemini Developer API rates. A Gemini app subscription, API free-tier allowance and Google Cloud deployment are different offers. If you use Vertex AI or another Google Cloud route, use its applicable rates and terms instead of assuming these examples match your invoice.

How does Gemini Batch API pricing affect the comparison?

Batch halves supported token rates in exchange for asynchronous processing. Google's target turnaround is 24 hours, with timing dependent on the job and service load. The worked examples include Batch separately so you can compare a scheduled content queue with standard requests.

Do Gemini thinking tokens count toward the cost?

Yes. Include billable thinking tokens as well as the visible answer in Google's output volume. The examples use total billed output tokens; they do not assume every token becomes published copy. Use API usage records to check the amount for your model and settings.

Can the calculator include context caching and Google Search?

You can enter an effective input rate for a mix of cached and fresh tokens. Keep storage and Google Search charges separate: the linked calculator estimates token costs. Count actual cache hits and search queries, and check how much of the shared search allowance remains.

Can Omev replace Gemini grounding and multimodal features?

Evaluate Omev on the text task you want to move. Google-specific tools, grounding, media handling and native SDK behavior need separate checks. A practical pilot can keep source gathering in its existing service and pass a reviewed text brief to Omev. The linked Gemini migration guide explains the integration checks.

What does the Omev trial include?

Signup includes $5 of credit for 10 days, with no card required. Test a representative set of briefs and compare accuracy, formatting, retries and editing time before moving a larger workload.

Test one content task on Omev AI

Bring a real brief and a clear quality bar. Use the trial to see what your team can approve, then price the volume you want to move.

Start your Omev AI test →