GPT-4.1

OpenAIKey gpt-4.1Also reported as copilot/gpt-4.1, openai/gpt-4.1, gh/gpt-4.1

Rank
#134
by active users
Active users
95
All time
Adoption
3.9%
of 2,457 accounts
Tokens
213.4M
cache included
Est. cost
$226
at public list prices
First seen
Apr 25, 2025
in any submission

Oct 10, 2024 – Nov 12, 2026 (UTC)2,457 accounts100% of tokens from an identified modelData through Nov 12, 2026, 08:06 UTCHow we count

Daily active users

Distinct accounts that used this model on each UTC day.

0 active users on Nov 12, 2026

Daily active users for GPT-4.1, Oct 10, 2024 to Nov 12, 2026. Peak 8. Use the left and right arrow keys to read each day.840
Show daily values
Daily active users and tokens for GPT-4.1
Date (UTC)Active usersTokens
Oct 10, 202400
Oct 11, 202400
Oct 12, 202400
Oct 13, 202400
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Oct 15, 202400
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Dec 28, 202400
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Dec 31, 202400
Jan 1, 202500
Jan 2, 202500
Jan 3, 202500
Jan 4, 202500
Jan 5, 202500
Jan 6, 202500
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Jan 31, 202500
Feb 1, 202500
Feb 2, 202500
Feb 3, 202500
Feb 4, 202500
Feb 5, 202500
Feb 6, 202500
Feb 7, 202500
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Feb 10, 202500
Feb 11, 202500
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Feb 14, 202500
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Feb 17, 202500
Feb 18, 202500
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Feb 20, 202500
Feb 21, 202500
Feb 22, 202500
Feb 23, 202500
Feb 24, 202500
Feb 25, 202500
Feb 26, 202500
Feb 27, 202500
Feb 28, 202500
Mar 1, 202500
Mar 2, 202500
Mar 3, 202500
Mar 4, 202500
Mar 5, 202500
Mar 6, 202500
Mar 7, 202500
Mar 8, 202500
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Mar 10, 202500
Mar 11, 202500
Mar 12, 202500
Mar 13, 202500
Mar 14, 202500
Mar 15, 202500
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Mar 17, 202500
Mar 18, 202500
Mar 19, 202500
Mar 20, 202500
Mar 21, 202500
Mar 22, 202500
Mar 23, 202500
Mar 24, 202500
Mar 25, 202500
Mar 26, 202500
Mar 27, 202500
Mar 28, 202500
Mar 29, 202500
Mar 30, 202500
Mar 31, 202500
Apr 1, 202500
Apr 2, 202500
Apr 3, 202500
Apr 4, 202500
Apr 5, 202500
Apr 6, 202500
Apr 7, 202500
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Apr 18, 202500
Apr 19, 202500
Apr 20, 202500
Apr 21, 202500
Apr 22, 202500
Apr 23, 202500
Apr 24, 202500
Apr 25, 20251225K
Apr 26, 2025154.4K
Apr 27, 202500
Apr 28, 202500
Apr 29, 20251486K
Apr 30, 202500
May 1, 202500
May 2, 202500
May 3, 202500
May 4, 202500
May 5, 20251157K
May 6, 20251166K
May 7, 20251127K
May 8, 202500
May 9, 202500
May 10, 202500
May 11, 202500
May 12, 2025110.8M
May 13, 202500
May 14, 202500
May 15, 202500
May 16, 202500
May 17, 202500
May 18, 202500
May 19, 202500
May 20, 202511.5M
May 21, 202500
May 22, 202500
May 23, 202500
May 24, 202500
May 25, 202500
May 26, 202500
May 27, 202500
May 28, 202512.5M
May 29, 202500
May 30, 202500
May 31, 20251274K
Jun 1, 202500
Jun 2, 202500
Jun 3, 202500
Jun 4, 202500
Jun 5, 202500
Jun 6, 202500
Jun 7, 20251163K
Jun 8, 202500
Jun 9, 20251778K
Jun 10, 202500
Jun 11, 202500
Jun 12, 202500
Jun 13, 202500
Jun 14, 202500
Jun 15, 2025110.3K
Jun 16, 20251113K
Jun 17, 202516K
Jun 18, 202561.8M
Jun 19, 202514.5K
Jun 20, 202561.9M
Jun 21, 20252138K
Jun 22, 202521.4M
Jun 23, 202526.6M
Jun 24, 2025230.7K
Jun 25, 202571.4M
Jun 26, 202531.4M
Jun 27, 202500
Jun 28, 202531M
Jun 29, 20253693K
Jun 30, 2025254.4K
Jul 1, 202564M
Jul 2, 202551.1M
Jul 3, 202581.9M
Jul 4, 202555.3M
Jul 5, 2025310.1M
Jul 6, 202531.6M
Jul 7, 202541.5M
Jul 8, 20257469K
Jul 9, 20252138K
Jul 10, 20253932K
Jul 11, 202521.6M
Jul 12, 202511.2M
Jul 13, 202500
Jul 14, 202523.2M
Jul 15, 20252676K
Jul 16, 202535M
Jul 17, 202533.5M
Jul 18, 202532.8M
Jul 19, 20251810K
Jul 20, 20251753K
Jul 21, 202521.5M
Jul 22, 2025292.5K
Jul 23, 2025267.2K
Jul 24, 202513.7K
Jul 25, 202511.1K
Jul 26, 202500
Jul 27, 20251524K
Jul 28, 20252108K
Jul 29, 2025239.3K
Jul 30, 20253289K
Jul 31, 2025242.5K
Aug 1, 2025196.1K
Aug 2, 20252181K
Aug 3, 202533.1M
Aug 4, 2025233.4K
Aug 5, 202500
Aug 6, 2025390.1K
Aug 7, 20253510K
Aug 8, 20252113K
Aug 9, 20254159K
Aug 10, 2025279.8K
Aug 11, 202537.8K
Aug 12, 20252153K
Aug 13, 2025274K
Aug 14, 20252299K
Aug 15, 2025167.2K
Aug 16, 202521M
Aug 17, 20252556K
Aug 18, 20252979K
Aug 19, 20252374K
Aug 20, 202531.2M
Aug 21, 20252345K
Aug 22, 20251250K
Aug 23, 202516.4K
Aug 24, 202513.2K
Aug 25, 202521.5M
Aug 26, 20253651K
Aug 27, 20251121K
Aug 28, 2025216K
Aug 29, 20252120K
Aug 30, 202500
Aug 31, 202500
Sep 1, 20252271K
Sep 2, 2025141K
Sep 3, 202500
Sep 4, 202500
Sep 5, 2025236.8K
Sep 6, 2025115.3K
Sep 7, 20253100K
Sep 8, 202514.1K
Sep 9, 2025124.7K
Sep 10, 202500
Sep 11, 20252276K
Sep 12, 2025212.4K
Sep 13, 20252355K
Sep 14, 2025111K
Sep 15, 2025294.3K
Sep 16, 2025163.9K
Sep 17, 202500
Sep 18, 202534.7M
Sep 19, 2025144.5K
Sep 20, 202528.7K
Sep 21, 2025118.1M
Sep 22, 202539.6M
Sep 23, 202500
Sep 24, 202521.6M
Sep 25, 202522.2M
Sep 26, 202500
Sep 27, 2025121.5K
Sep 28, 20252624K
Sep 29, 20251980K
Sep 30, 202500
Oct 1, 202500
Oct 2, 202500
Oct 3, 202517.4K
Oct 4, 202500
Oct 5, 20251431K
Oct 6, 20251778K
Oct 7, 20252462K
Oct 8, 2025190.7K
Oct 9, 202500
Oct 10, 202500
Oct 11, 202500
Oct 12, 2025233.3K
Oct 13, 2025230.9K
Oct 14, 202526.6K
Oct 15, 2025229.1K
Oct 16, 20252121K
Oct 17, 2025115.1K
Oct 18, 202500
Oct 19, 202500
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Oct 23, 2025111.6K
Oct 24, 202500
Oct 25, 202500
Oct 26, 202516.1K
Oct 27, 202500
Oct 28, 202500
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Oct 30, 202517.7K
Oct 31, 202500
Nov 1, 20251145K
Nov 2, 20251164K
Nov 3, 20252924K
Nov 4, 202500
Nov 5, 202500
Nov 6, 20251181K
Nov 7, 20252107K
Nov 8, 202512.9K
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Nov 10, 202500
Nov 11, 20251158K
Nov 12, 202500
Nov 13, 202500
Nov 14, 202519.9K
Nov 15, 20252275K
Nov 16, 2025180.9K
Nov 17, 202511.8K
Nov 18, 202500
Nov 19, 20253129K
Nov 20, 202500
Nov 21, 20251151K
Nov 22, 2025111.2K
Nov 23, 202517.4K
Nov 24, 202500
Nov 25, 202512.3K
Nov 26, 202500
Nov 27, 2025150K
Nov 28, 202500
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Nov 30, 202500
Dec 1, 202500
Dec 2, 202500
Dec 3, 2025124.9K
Dec 4, 2025230.2K
Dec 5, 202518.3K
Dec 6, 202500
Dec 7, 2025238.6K
Dec 8, 202500
Dec 9, 202500
Dec 10, 202512K
Dec 11, 202519.5K
Dec 12, 202515K
Dec 13, 202515.4K
Dec 14, 2025110K
Dec 15, 20253509K
Dec 16, 2025151.4K
Dec 17, 20251246K
Dec 18, 2025110.3K
Dec 19, 202511.5K
Dec 20, 202500
Dec 21, 202500
Dec 22, 202500
Dec 23, 202500
Dec 24, 20252914K
Dec 25, 202500
Dec 26, 2025120.5K
Dec 27, 202500
Dec 28, 202513.4K
Dec 29, 2025192K
Dec 30, 202500
Dec 31, 202515.4K
Jan 1, 202600
Jan 2, 20261151K
Jan 3, 202600
Jan 4, 202619K
Jan 5, 2026111.5K
Jan 6, 202611.1K
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Jan 8, 20261226K
Jan 9, 20261222K
Jan 10, 202600
Jan 11, 20262139K
Jan 12, 202600
Jan 13, 202600
Jan 14, 2026112.4K
Jan 15, 202614.9M
Jan 16, 202623.4M
Jan 17, 202600
Jan 18, 202600
Jan 19, 2026111K
Jan 20, 2026185K
Jan 21, 202600
Jan 22, 20261244K
Jan 23, 20265794K
Jan 24, 20261813K
Jan 25, 20262207K
Jan 26, 2026129K
Jan 27, 202600
Jan 28, 202600
Jan 29, 202600
Jan 30, 2026211.7M
Jan 31, 202617.8K
Feb 1, 202600
Feb 2, 202611.7M
Feb 3, 202600
Feb 4, 2026134.2K
Feb 5, 20261234K
Feb 6, 202600
Feb 7, 202600
Feb 8, 2026118.1K
Feb 9, 202600
Feb 10, 202615K
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Feb 14, 20261120K
Feb 15, 2026110.6K
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Feb 20, 2026111.5K
Feb 21, 202611.7M
Feb 22, 2026243K
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Feb 25, 202611.8M
Feb 26, 2026118.4K
Feb 27, 202600
Feb 28, 20261278K
Mar 1, 202600
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Mar 4, 2026123.4K
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Mar 10, 20261712K
Mar 11, 20261179K
Mar 12, 20261398K
Mar 13, 20261800K
Mar 14, 20261504K
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Mar 18, 20261939K
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Mar 21, 20261165K
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Mar 24, 20262426K
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Mar 30, 20261813K
Mar 31, 20261328K
Apr 1, 2026180.1K
Apr 2, 2026184.1K
Apr 3, 2026120.3K
Apr 4, 202600
Apr 5, 2026111.7K
Apr 6, 2026120.5K
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Apr 10, 2026225K
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Apr 14, 2026116.5M
Apr 15, 202600
Apr 16, 2026138.5K
Apr 17, 2026125.9K
Apr 18, 202600
Apr 19, 202622.4M
Apr 20, 202600
Apr 21, 20261953K
Apr 22, 202611.3M
Apr 23, 20262611K
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Apr 27, 20261531K
Apr 28, 202624M
Apr 29, 2026144.1K
Apr 30, 20262213K
May 1, 2026110K
May 2, 2026115.9K
May 3, 20261254
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May 6, 2026120.3K
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May 9, 2026159K
May 10, 202600
May 11, 202631.2M
May 12, 2026144
May 13, 20261329K
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May 15, 202600
May 16, 202600
May 17, 2026121.2K
May 18, 202600
May 19, 20261553K
May 20, 20261215K
May 21, 202611.4M
May 22, 202600
May 23, 2026289.7K
May 24, 202600
May 25, 202617K
May 26, 2026183K
May 27, 202600
May 28, 202600
May 29, 2026116.8K
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May 31, 202600
Jun 1, 202600
Jun 2, 2026121.5K
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Jul 21, 2026132.8K
Jul 22, 202600
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Jul 31, 2026122.3K
Aug 1, 202600
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Aug 12, 2026148.6K
Aug 13, 202600
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Aug 19, 202600
Aug 20, 20261667K
Aug 21, 202600
Aug 22, 202600
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Aug 24, 202600
Aug 25, 202600
Aug 26, 202600
Aug 27, 202600
Aug 28, 202600
Aug 29, 202600
Aug 30, 202600
Aug 31, 2026151.2K
Sep 1, 202600
Sep 2, 20261179K
Sep 3, 20261418K
Sep 4, 20261192K
Sep 5, 20262179K
Sep 6, 20261331K
Sep 7, 202622.6M
Sep 8, 202600
Sep 9, 202600
Sep 10, 202600
Sep 11, 202613.7K
Sep 12, 202600
Sep 13, 202600
Sep 14, 202600
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Sep 19, 202600
Sep 20, 202600
Sep 21, 202600
Sep 22, 202600
Sep 23, 202600
Sep 24, 202600
Sep 25, 202600
Sep 26, 202612.5M
Sep 27, 202600
Sep 28, 202600
Sep 29, 202600
Sep 30, 202600
Oct 1, 202600
Oct 2, 2026116.3K
Oct 3, 202600
Oct 4, 202600
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Token mix

How the 213.4M tokens split. Cache reads are usually most of an agent's tokens and are priced far below input.

  • Input34%
  • Output0.9%
  • Cache read66%
  • Cache write<0.1%
  • Reasoning0%

Agents that carry GPT-4.1

Each agent's share of this model's tokens, and how many accounts used the model through it.

  1. Cursor49% of this model's tokens32active users
  2. OpenCode30% of this model's tokens38active users
  3. Copilot8.0% of this model's tokens5active users
  4. Roo Code5.5% of this model's tokens2active users
  5. Codex CLI2.6% of this model's tokens6active users
  6. OpenClaw1.9% of this model's tokens3active users
  7. Hermes Agent1.9% of this model's tokens6active users
  8. Cline0.8% of this model's tokens1active users
  9. DeepSeek Harness0.3% of this model's tokens1active users
  10. Pi0.2% of this model's tokens4active users
  11. Senpi (OmO Native)<0.1% of this model's tokens1active users
  12. Jcode<0.1% of this model's tokens1active users
  13. Gajae Code<0.1% of this model's tokens1active users

Benchmarks

The best result for GPT-4.1 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.

All benchmarks

No benchmark that Tokscale tracks has a result for GPT-4.1 yet.

Pricing

List prices from models.dev in US dollars per 1M tokens, retrieved Nov 12, 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
$1.07
Est. per 1M tokens
66% cache reads
At the community mix
$0.64
Est. per 1M tokens
93% cache reads
3:1 input/output blend
$3.50
Per 1M tokens at list prices
No cache

Cache reads were 66% of GPT-4.1 tokens across all time and 93% 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 $2, output $8, cache read $0.50.
  • This model's mix is its own input, output, cache and reasoning tokens across all time.
  • The community mix is the tokens of every identified model across all time.
  • 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

  • OpenAIReferencegpt-4.1
    $2 input per 1M tokens$8 output per 1M tokens$0.50 cache read per 1M tokensCache write not listed1.05M tokens of context
  • Azuregpt-4.1
    $2 input per 1M tokens$8 output per 1M tokens$0.50 cache read per 1M tokensCache write not listed1.05M tokens of context
  • OpenRouteropenai/gpt-4.1
    $2 input per 1M tokens$8 output per 1M tokens$0.50 cache read per 1M tokensCache write not listed1.05M tokens of context
  • Vercel AI Gatewayopenai/gpt-4.1
    $2 input per 1M tokens$8 output per 1M tokens$0.50 cache read per 1M tokensCache write not listed1.05M tokens of context

Specs

From models.dev (MIT), retrieved Nov 12, 2026, as the lab or the first listed provider reports them. A dash means models.dev does not list the value.

Context window
1.05M tokens
Max output
33K tokens
Input
Text, Image, PDF
Output
Text
Knowledge cutoff
Apr 2024
Release date
Apr 14, 2025
Open weights
No
Reasoning
No
Tool calling
Yes

Top public profiles

Public profiles that used GPT-4.1 most in this period, by tokens. Hidden accounts are never listed.

  1. 1Cassian Gherman@NaysKutzu28.2Mtokens$18est. cost3active days$18 est. cost · 3 active days
  2. 2Srijan Guchhait@qwertystars16.5Mtokens$22est. cost1active days$22 est. cost · 1 active days
  3. 3Naveed Ali Anwar@nedanwr15.5Mtokens$11est. cost5active days$11 est. cost · 5 active days
  4. 4RazoBeckett@RazoBeckett13.9Mtokens$21est. cost23active days$21 est. cost · 23 active days
  5. 5shekohex@shekohex13.7Mtokens$20est. cost26active days$20 est. cost · 26 active days
  6. 6Gandoulf@gaetan8413.5Mtokens$11est. cost5active days$11 est. cost · 5 active days
  7. 7Ruslan Vasylev@ruslanvasylev13.4Mtokens$9est. cost4active days$9 est. cost · 4 active days
  8. 8Keith Ryu@kibaekr10.9Mtokens$11est. cost8active days$11 est. cost · 8 active days
  9. 9Chubby Person@BenLampson10.5Mtokens$21est. cost2active days$21 est. cost · 2 active days
  10. 10Henrique Arthur@henriquearthur8.3Mtokens$6est. cost2active days$6 est. cost · 2 active days

Other OpenAI models in the same period, by active users.

  1. GPT-5.565% adoption1,585active users
  2. GPT-5.462% adoption1,528active users
  3. GPT-5.3 Codex54% adoption1,334active users
  4. GPT-5.6 Sol51% adoption1,260active users
  5. GPT-5.6 Terra45% adoption1,105active users
  6. GPT-5.6 Luna44% adoption1,078active users
All models

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.

  • models.devSpecs and list prices per provider.MIT · Retrieved Nov 12, 2026models.dev, an open catalog of AI models (github.com/anomalyco/models.dev).
  • TokscaleActive users, tokens and token mix from public Tokscale submissions. Hidden accounts are excluded.How we count