GPT-4o Mini
OpenAIKey gpt-4o-miniAlso reported as `gpt-4o-mini`, openai/gpt-4o-mini, gpt-4o mini
- Rank
- #949
- by active users
- Active users
- 1
- No change from 1 active users in the previous 30 days. vs previous 30 days
- Adoption
- 0.1%
- of 958 accounts
- Tokens
- 6.8K
- cache included
- Est. cost
- <$1
- at public list prices
- First seen
- Jul 7, 2025
- in any submission
Oct 14 – Nov 12, 2026 (UTC)958 accounts100% of tokens from an identified modelData through Nov 12, 2026, 01:30 UTCHow we count
Daily active users
Distinct accounts that used this model on each UTC day.
0 active users on Nov 12, 2026
Show daily values
| Date (UTC) | Active users | Tokens |
|---|---|---|
| Oct 14, 2026 | 0 | 0 |
| Oct 15, 2026 | 0 | 0 |
| Oct 16, 2026 | 0 | 0 |
| Oct 17, 2026 | 0 | 0 |
| Oct 18, 2026 | 0 | 0 |
| Oct 19, 2026 | 0 | 0 |
| Oct 20, 2026 | 0 | 0 |
| Oct 21, 2026 | 0 | 0 |
| Oct 22, 2026 | 0 | 0 |
| Oct 23, 2026 | 0 | 0 |
| Oct 24, 2026 | 0 | 0 |
| Oct 25, 2026 | 0 | 0 |
| Oct 26, 2026 | 0 | 0 |
| Oct 27, 2026 | 0 | 0 |
| Oct 28, 2026 | 0 | 0 |
| Oct 29, 2026 | 0 | 0 |
| Oct 30, 2026 | 0 | 0 |
| Oct 31, 2026 | 0 | 0 |
| Nov 1, 2026 | 0 | 0 |
| Nov 2, 2026 | 0 | 0 |
| Nov 3, 2026 | 0 | 0 |
| Nov 4, 2026 | 0 | 0 |
| Nov 5, 2026 | 0 | 0 |
| Nov 6, 2026 | 0 | 0 |
| Nov 7, 2026 | 0 | 0 |
| Nov 8, 2026 | 0 | 0 |
| Nov 9, 2026 | 1 | 6.8K |
| Nov 10, 2026 | 0 | 0 |
| Nov 11, 2026 | 0 | 0 |
| Nov 12, 2026 | 0 | 0 |
Token mix
How the 6.8K tokens split. Cache reads are usually most of an agent's tokens and are priced far below input.
- Input100%
- Output0.4%
- Cache read0%
- Cache write0%
- Reasoning0%
Agents that carry GPT-4o Mini
Each agent's share of this model's tokens, and how many accounts used the model through it.
Hermes Agent100% of this model's tokens1active users
Benchmarks
The best result for GPT-4o Mini in each benchmark Tokscale tracks. Each benchmark has its own unit, run conditions and source, so compare a score only with other models on the same benchmark. Rank is among the models Tokscale matched in that benchmark.
- Epoch Capabilities IndexOverall · Epoch AI126.5
Epoch Capabilities Index: 126.5
- Model
- GPT-4o Mini
- Listed as
- GPT-4o mini
- Conditions
- Not reported
- Interval
- 120.1–128.5
- Unit
- ECI
- Model released
- Jul 18, 2024
- Retrieved
- Oct 21, 2026
Source · Epoch AI, ‘Capabilities & benchmarking’, epoch.ai/benchmarks (CC BY 4.0)
Rank #148 of 160 matched modelsNo conditions reportedModel released Jul 18, 2024Source: epoch.ai (opens in a new tab) - GPQA DiamondReasoning · Epoch AI37.7%
GPQA Diamond: 37.7%
- Model
- GPT-4o Mini
- Listed as
- gpt-4o-mini-2024-07-18
- Conditions
- Not reported
- Unit
- % correct
- Run date
- Jan 27, 2025
- Retrieved
- Oct 21, 2026
Source · Epoch AI, ‘Capabilities & benchmarking’, epoch.ai/benchmarks (CC BY 4.0)
Rank #142 of 151 matched modelsNo conditions reportedRun date Jan 27, 2025Source: epoch.ai (opens in a new tab)Near its ceiling: the top score is 96.4%, and Epoch AI estimates the reachable maximum at 97%. Differences between top models are small.
- FrontierMath Tiers 1–3 (v2)Reasoning · Epoch AI0.7%
FrontierMath Tiers 1–3 (v2): 0.7%
- Model
- GPT-4o Mini
- Listed as
- gpt-4o-mini-2024-07-18
- Conditions
- Not reported
- Unit
- % solved
- Run date
- Aug 27, 2026
- Retrieved
- Oct 21, 2026
Source · Epoch AI, ‘Capabilities & benchmarking’, epoch.ai/benchmarks (CC BY 4.0)
Rank #85 of 86 matched modelsNo conditions reportedRun date Aug 27, 2026Source: epoch.ai (opens in a new tab)Near its ceiling: the top score is 93.7%, and Epoch AI estimates the reachable maximum at 95%. Differences between top models are small.
- SimpleQA VerifiedKnowledge · Epoch AI8.3%
SimpleQA Verified: 8.3%
- Model
- GPT-4o Mini
- Listed as
- gpt-4o-mini-2024-07-18
- Conditions
- Not reported
- Unit
- % correct
- Run date
- Aug 31, 2026
- Retrieved
- Oct 21, 2026
Source · Epoch AI, ‘Capabilities & benchmarking’, epoch.ai/benchmarks (CC BY 4.0)
Rank #79 of 80 matched modelsNo conditions reportedRun date Aug 31, 2026Source: epoch.ai (opens in a new tab)
Pricing
List prices from models.dev in US dollars per 1M tokens, retrieved Oct 21, 2026. OpenAI is the lab's own API and the reference price for the estimates below.
Price at real agent usageEstimate at list prices
What 1M tokens cost at the reference list price when they split into input, output and cache the way Tokscale users' agents used them. It is not what anyone paid.
- At this model's mix
- $0.15
- Est. per 1M tokens
0% cache reads - At the community mix
- $0.08
- Est. per 1M tokens
96% cache reads - 3:1 input/output blend
- $0.26
- Per 1M tokens at list prices
No cache
Cache reads were 0% of GPT-4o Mini tokens in the last 30 days and 96% of all tokens. The 3:1 blend, (3 × input + output) ÷ 4, is the usual comparison and ignores cache.
Assumptions
- OpenAI list prices per 1M tokens: input $0.15, output $0.60, cache read $0.07.
- This model's mix is its own input, output, cache and reasoning tokens in the last 30 days.
- The community mix is the tokens of every identified model in the last 30 days.
- This is an estimate at list prices, not what anyone paid.
- Reasoning tokens are priced as output.
- Long-context tiers, batch pricing and discounts are not applied.
- Token mixes come from public Tokscale submissions. Hidden accounts are excluded.
- No cache-write price is listed, so cache writes are priced as input.
List prices by provider
- OpenAIReference
gpt-4o-mini$0.15 input per 1M tokens$0.60 output per 1M tokens$0.07 cache read per 1M tokensCache write not listed128K tokens of context - Azure
gpt-4o-mini$0.15 input per 1M tokens$0.60 output per 1M tokens$0.07 cache read per 1M tokensCache write not listed128K tokens of context - OpenRouter
openai/gpt-4o-mini$0.15 input per 1M tokens$0.60 output per 1M tokens$0.07 cache read per 1M tokensCache write not listed128K tokens of context - Vercel AI Gateway
openai/gpt-4o-mini-fast$0.25 input per 1M tokens$1 output per 1M tokens$0.13 cache read per 1M tokensCache write not listed128K tokens of context
Specs
From models.dev (MIT), retrieved Oct 21, 2026, as the lab or the first listed provider reports them. A dash means models.dev does not list the value.
- Context window
- 128K tokens
- Max output
- 16K tokens
- Input
- Text, Image, PDF
- Output
- Text
- Knowledge cutoff
- Sep 2023
- Release date
- Jul 18, 2024
- Open weights
- No
- Reasoning
- No
- Tool calling
- Yes
Top public profiles
Public profiles that used GPT-4o Mini most in this period, by tokens. Hidden accounts are never listed.
- 1
Park Hee Chan@channprj6.8Ktokens<$1est. cost1active days<$1 est. cost · 1 active days
More from OpenAI
Other OpenAI models in the same period, by active users.
- GPT-6.1 Sol69% adoption660active users
- GPT-6 Astra59% adoption563active users
- GPT-6 Luna45% adoption433active users
- Codex Auto Review30% adoption289active users
- GPT-6.1 Terra28% adoption271active users
- GPT-6 Sol26% adoption246active users
Sources and attribution
Each score keeps its own source, unit and run conditions. Tokscale does not combine benchmarks into one score, and a missing score means the model was not evaluated, not that it scored zero.