AI Model Usage Rankings | OpenCode Data

Model Data

See which models are winning real usage, how the mix is shifting, and what that means for cost.

As of October 21, 2026, DeepSeek V4.1 Flash led OpenCode usage over the past 7 days with 100T tokens, followed by MiniMax-M3.1-Flash (35T) and Muse Spark 1.3 Contributor (16T).

Top Models. Usage of models across OpenCode.

Stacked top model usage chart
Datedeepseek-v4.1-flashminimax-m3.1-flashmuse-spark-1.3-contributormimo-v2.6-flashglm-5.3-flashbeamnemotron-3-ultralongcat-2.5-previewnemotron-3.5-super-vlOthertotal
AUG 270B0B0B0B634B0B643B0B0B10T12T
AUG 280B0B0B0B620B0B609B0B0B9.2T10T
AUG 290B0B0B0B453B0B627B0B0B8.0T9.1T
AUG 300B0B0B0B442B0B423B0B0B7.7T8.6T
AUG 310B0B0B0B669B0B378B0B0B9.4T10T
SEP 10B0B0B0B695B0B368B0B0B9.5T11T
SEP 20B0B117B0B581B0B412B0B0B9.3T10T
SEP 30B0B3.3T0B538B0B388B0B0B8.0T12T
SEP 40B0B4.4T0B485B0B398B0B0B7.3T13T
SEP 50B0B4.6T0B364B0B414B0B0B5.9T11T
SEP 60B0B4.6T0B343B0B390B0B0B5.7T11T
SEP 70B0B4.5T0B516B0B426B0B0B6.8T12T
SEP 80B0B4.6T0B506B0B318B0B0B7.0T12T
SEP 90B0B5.7T0B546B0B322B0B0B6.7T13T
SEP 103.0T0B5.9T0B603B0B336B0B0B6.5T16T
SEP 115.0T0B5.2T0B468B0B272B0B0B5.1T16T
SEP 125.4T0B5.5T0B400B0B410B0B0B4.7T16T
SEP 135.6T0B4.4T0B403B0B311B0B0B4.6T15T
SEP 146.5T0B5.0T0B624B0B307B0B0B5.5T18T
SEP 157.5T0B5.1T0B635B0B306B0B0B5.6T19T
SEP 168.2T0B5.3T0B596B0B391B0B0B5.6T20T
SEP 178.8T0B5.9T0B566B0B438B0B0B5.1T21T
SEP 188.2T0B5.9T0B0B0B541B0B0B4.8T19T
SEP 196.5T0B4.7T0B380B0B515B0B0B4.1T16T
SEP 206.9T0B4.8T0B426B0B503B0B0B4.2T17T
SEP 218.9T0B5.4T32B566B0B489B0B0B4.9T20T
SEP 228.0T0B5.7T941B506B0B507B0B0B4.8T20T
SEP 237.0T1.5T5.8T1.2T446B0B307B0B0B4.3T21T
SEP 246.2T6.8T5.4T1.2T402B0B398B0B0B4.1T25T
SEP 254.6T9.0T5.1T1.3T370B0B642B0B0B2.7T24T
SEP 264.3T7.9T5.1T1.2T309B0B731B136B0B1.7T21T
SEP 274.4T8.3T5.1T1.2T299B0B663B359B0B1.5T22T
SEP 286.2T8.7T5.4T1.5T410B0B634B529B0B2.3T26T
SEP 296.4T9.6T5.3T1.5T393B0B465B543B0B2.1T26T
SEP 305.7T10T4.8T1.5T362B0B459B546B0B1.8T25T
OCT 14.9T9.7T4.5T1.4T276B0B524B427B0B1.4T23T
OCT 24.7T9.0T4.4T1.4T256B0B536B321B0B1.6T22T
OCT 34.4T8.3T4.9T1.3T227B0B577B292B0B1.4T21T
OCT 44.4T8.9T5.2T1.3T231B0B650B278B0B1.4T22T
OCT 55.3T9.9T5.7T1.5T294B0B564B278B0B1.6T25T
OCT 65.7T5.8T6.0T2.2T303B0B516B369B0B2.1T23T
OCT 75.6T3.9T5.7T2.4T320B0B578B368B0B2.1T21T
OCT 86.3T3.7T5.8T2.4T340B0B588B348B0B2.3T22T
OCT 97.1T3.5T5.5T1.7T342B0B640B360B0B2.8T22T
OCT 106.9T3.3T5.7T1.5T314B0B681B315B0B2.9T22T
OCT 116.3T3.0T5.7T1.3T276B0B732B254B0B2.4T20T
OCT 128.9T3.1T5.8T1.6T418B0B705B275B0B2.2T23T
OCT 1310T3.1T6.0T1.6T401B135B657B263B0B2.2T25T
OCT 1411T3.0T6.0T1.6T409B340B659B339B0B1.9T25T
OCT 1512T2.9T5.6T1.8T419B330B476B370B87B1.7T26T
OCT 1614T2.5T5.2T1.6T694B427B42B370B293B1.1T26T
OCT 1713T2.6T1.1T1.2T1.3T836B41B387B374B651B22T
OCT 1812T2.2T988B1.4T1.1T761B510B328B334B545B21T
OCT 1917T4.7T1.2T1.7T1.4T822B508B342B335B913B29T
OCT 2018T10T1.1T1.5T1.5T679B637B322B331B876B36T
OCT 2113T9.3T678B865B964B422B447B160B205B572B26T
04
mimo-v2.6-flash10T tokens
Xiaomi-14% vs previous week
05
glm-5.3-flash7.5T tokens
Zhipu+198% vs previous week
06
beam4.3T tokens
Reflection+801% vs previous week
07
nemotron-3-ultra2.7T tokens
NVIDIA-43% vs previous week
08
longcat-2.5-preview2.3T tokens
Meituan+6% vs previous week
09
nemotron-3.5-super-vl2.0T tokens
NVIDIANew
10
deepseek-v4-flash1.1T tokens
DeepSeek-77% vs previous week
11
step-5-preview967B tokens
StepFun-84% vs previous week
12
gpt-6-luna687B tokens
OpenAI-9% vs previous week
13
nemotron-3.5-lightning511B tokens
NVIDIA-41% vs previous week
14
deepseek-v4-pro492B tokens
DeepSeek0% vs previous week
15
mimo-v2.6-pro380B tokens
Xiaomi-19% vs previous week
16
mimo-v2.5330B tokens
Xiaomi-8% vs previous week
17
qwen3.8-flash225B tokens
Qwen-15% vs previous week
18
claude-haiku-5-5222B tokens
Anthropic-23% vs previous week
01
deepseek-v4.1-flash100T tokens
DeepSeek+78% vs previous week
02
minimax-m3.1-flash35T tokens
MiniMax+52% vs previous week
03
muse-spark-1.3-contributor16T tokens
Meta-61% vs previous week
04
mimo-v2.6-flash10T tokens
Xiaomi-14% vs previous week
05
glm-5.3-flash7.5T tokens
Zhipu+198% vs previous week
06
beam4.3T tokens
Reflection+801% vs previous week
07
nemotron-3-ultra2.7T tokens
NVIDIA-43% vs previous week
08
longcat-2.5-preview2.3T tokens
Meituan+6% vs previous week
09
nemotron-3.5-super-vl2.0T tokens
NVIDIANew
10
deepseek-v4-flash1.1T tokens
DeepSeek-77% vs previous week
11
step-5-preview967B tokens
StepFun-84% vs previous week
12
gpt-6-luna687B tokens
OpenAI-9% vs previous week
13
nemotron-3.5-lightning511B tokens
NVIDIA-41% vs previous week
14
deepseek-v4-pro492B tokens
DeepSeek0% vs previous week
15
mimo-v2.6-pro380B tokens
Xiaomi-19% vs previous week
16
mimo-v2.5330B tokens
Xiaomi-8% vs previous week
17
qwen3.8-flash225B tokens
Qwen-15% vs previous week
18
claude-haiku-5-5222B tokens
Anthropic-23% vs previous week
LEARN MORETOP MODELS▸

Unique Users. Daily unique OpenCode users by model.

Stacked unique user chart by model
Datedeepseek-v4.1-flashmimo-v2.6-flashgpt-6-lunaglm-5.3-flashminimax-m3.1-flashmuse-spark-1.3-contributorlongcat-2.5-previewbeamdeepseek-v4-flashOthertotal
AUG 2700022K000092K274K388K
AUG 2800022K000089K232K343K
AUG 2900017K000069K180K266K
AUG 3000016K000067K176K260K
AUG 3100024K000089K239K352K
SEP 100024K000089K230K343K
SEP 200023K02.6K0084K222K332K
SEP 300024K025K0082K221K352K
SEP 400022K029K0074K202K328K
SEP 500016K027K0059K152K254K
SEP 600015K028K0057K146K246K
SEP 700021K033K0072K182K309K
SEP 800021K035K0070K173K299K
SEP 900020K034K0067K161K283K
SEP 1032K0021K035K0067K165K319K
SEP 1143K0017K034K0059K141K293K
SEP 1238K0013K031K0045K108K235K
SEP 1339K0012K031K0043K110K235K
SEP 1454K0020K038K0057K149K317K
SEP 1555K0020K038K0055K149K317K
SEP 1658K0019K038K0054K162K331K
SEP 1768K0020K034K0051K161K334K
SEP 1863K000036K0048K136K282K
SEP 1953K0015K035K0036K118K258K
SEP 2054K0016K029K0034K108K242K
SEP 2180K2.2K021K038K0052K127K320K
SEP 2266K41K019K036K0048K122K333K
SEP 2362K39K2.5K18K6.9K35K0045K100K308K
SEP 2460K37K12K16K20K34K0044K83K306K
SEP 2549K21K12K13K34K32K2029K69K260K
SEP 2645K18K11K12K36K29K3.4K018K60K231K
SEP 2746K17K12K12K35K28K6.7K017K60K233K
SEP 2862K22K16K15K45K34K8.4K027K77K306K
SEP 2967K23K17K15K49K36K8.4K025K75K315K
SEP 3061K22K16K14K50K34K8.1K024K69K298K
OCT 155K22K15K13K49K33K7.5K017K63K274K
OCT 253K22K14K12K46K32K7.3K015K65K267K
OCT 346K18K12K10K41K28K6.9K012K59K233K
OCT 445K17K12K10K41K28K6.8K012K58K230K
OCT 553K21K16K12K50K35K7.9K014K71K279K
OCT 657K41K17K13K35K38K12K021K75K309K
OCT 763K42K17K13K25K39K13K023K80K315K
OCT 873K42K19K14K25K36K13K025K93K340K
OCT 986K31K19K14K24K35K13K024K88K333K
OCT 1079K28K16K12K22K31K12K024K77K300K
OCT 1172K22K15K11K19K30K12K019K71K271K
OCT 1297K28K22K15K20K37K14K025K92K350K
OCT 13100K27K25K15K19K37K13K6.7K23K91K356K
OCT 14105K31K27K15K18K36K13K11K13K96K365K
OCT 15121K41K27K16K17K34K13K8.9K9.8K98K387K
OCT 16125K42K25K26K18K34K15K11K8.6K91K396K
OCT 17118K39K22K30K18K10K15K14K6.6K76K349K
OCT 1896K28K20K22K14K7.6K11K12K4.2K59K273K
OCT 19134K35K30K29K24K9.3K13K13K6.2K82K374K
OCT 20138K34K31K29K29K8.9K12K12K6.1K79K379K
OCT 21123K23K26K25K37K7.7K9.9K9.1K5.6K63K330K

Weekly Retention. Weekly users returning the next week.

RankModelRetentionRateEligible
01mimo-v2.6-flash81.9%4.6K
02muse-spark-1.2-contributor76.6%7.4K
03step-5-preview76.3%919
04minimax-m3.1-flash75.6%10K
05kimi-k2.572.9%133
06claude-haiku-5-571.1%1.1K
07mimo-v2.570.5%23K
08hy370.0%2.9K
09muse-spark-1.3-contributor69.5%48K
10deepseek-v4.1-flash68.5%317K
11minimax-m2.568.5%219
12deepseek-v4-flash67.1%194K
13mimo-v2.6-pro66.9%4.0K
14longcat-2.066.5%770
15qwen3.7-plus66.2%7.7K
LEARN MORETOP MODELS▸

Session Cost. Average cost per session.

COST / SESSION

TOKENS / SESSION

Cost/Session$0.0131

Tokens/Session4.9M

LEARN MORESESSION COST▸

Token Cost. Price per 1M tokens.

Input$0.14

Output$0.28

Cached$0.0028

LEARN MORETOKEN COST▸

Cache Ratio. Share of input tokens served from cache.

Cache Ratio96%

Cached15T

Uncached636.6B

LEARN MORECACHE RATIO▸

Market Share. Compare token share by model author.

Market share by model author
DateDeepSeekMetaMiniMaxXiaomiNVIDIAZhipuOtherMeituanStepFun
AUG 2739.8%19.7%0.6%18.1%6.2%6.2%9.1%0.2%0.0%
AUG 2843.9%20.1%0.6%13.0%5.9%6.6%9.7%0.2%0.0%
AUG 2942.9%20.1%0.4%12.2%8.3%5.5%10.3%0.2%0.0%
AUG 3045.6%21.7%0.5%14.9%6.7%5.7%4.7%0.2%0.0%
AUG 3145.6%20.4%0.6%17.2%4.8%7.1%4.1%0.2%0.0%
SEP 144.8%21.5%0.6%16.8%4.6%7.3%4.1%0.2%0.0%
SEP 243.1%24.3%0.6%16.5%5.0%6.2%4.1%0.2%0.0%
SEP 334.8%39.4%0.5%12.9%4.1%4.9%3.3%0.2%0.0%
SEP 428.6%43.6%0.4%13.9%4.2%4.2%4.9%0.2%0.0%
SEP 528.3%47.7%0.3%10.6%4.9%3.5%4.7%0.1%0.0%
SEP 628.3%48.0%0.3%10.8%4.7%3.4%4.5%0.1%0.0%
SEP 730.4%43.0%0.4%11.6%4.2%4.6%5.5%0.1%0.0%
SEP 831.2%43.1%0.5%12.1%3.1%4.5%5.5%0.1%0.0%
SEP 927.8%48.0%0.4%11.3%3.0%4.4%5.0%0.1%0.0%
SEP 1040.1%39.7%0.3%10.3%2.5%3.9%3.0%0.1%0.0%
SEP 1148.9%35.7%0.3%8.1%2.0%3.1%1.9%0.1%0.0%
SEP 1250.3%36.4%0.2%5.9%3.0%2.6%1.6%0.0%0.0%
SEP 1354.6%31.9%0.2%6.5%2.3%2.8%1.6%0.0%0.0%
SEP 1453.7%30.7%0.3%7.6%1.9%3.7%2.0%0.0%0.0%
SEP 1555.7%29.3%0.3%7.1%2.1%3.5%2.0%0.0%0.0%
SEP 1656.6%28.8%0.3%6.5%2.3%3.2%2.3%0.0%0.0%
SEP 1755.9%30.2%0.2%4.8%2.5%2.9%3.5%0.0%0.0%
SEP 1857.2%32.5%0.2%4.8%3.2%0.2%1.8%0.0%0.0%
SEP 1955.4%31.7%0.2%4.9%3.4%2.5%1.9%0.0%0.0%
SEP 2056.3%30.8%0.2%4.9%3.2%2.7%1.8%0.0%0.0%
SEP 2158.3%29.1%0.2%4.9%2.6%3.0%1.9%0.0%0.0%
SEP 2254.3%29.9%0.2%8.5%2.7%2.7%1.7%0.0%0.0%
SEP 2348.4%30.7%7.4%7.8%1.7%2.3%1.6%0.0%0.0%
SEP 2437.1%23.9%28.0%6.0%1.8%1.8%1.4%0.0%0.0%
SEP 2527.0%22.6%37.9%6.6%2.8%1.7%1.4%0.0%0.0%
SEP 2624.7%24.5%37.1%6.6%3.6%1.5%1.4%0.7%0.0%
SEP 2723.9%23.8%38.1%6.5%3.2%1.5%1.3%1.7%0.0%
SEP 2829.9%21.6%33.9%6.7%2.7%1.7%1.4%2.1%0.0%
SEP 2929.6%20.4%36.7%6.6%1.9%1.6%1.1%2.1%0.0%
SEP 3027.1%19.3%40.2%6.7%2.0%1.5%1.0%2.2%0.0%
OCT 124.5%20.0%42.1%6.8%2.4%1.3%1.0%1.9%0.0%
OCT 224.8%20.2%40.7%7.1%2.7%1.3%1.7%1.5%0.0%
OCT 323.2%23.4%39.1%6.9%2.9%1.1%2.1%1.4%0.0%
OCT 422.3%23.4%40.0%6.6%3.3%1.1%2.2%1.3%0.0%
OCT 523.7%22.9%39.5%6.6%2.6%1.3%2.3%1.1%0.0%
OCT 629.2%26.4%25.2%10.4%2.6%1.4%3.1%1.6%0.0%
OCT 732.0%27.6%18.7%11.9%3.2%1.6%3.2%1.8%0.0%
OCT 833.7%27.0%17.1%11.7%3.1%1.7%2.5%1.6%1.6%
OCT 936.7%25.4%16.1%8.5%3.3%1.7%1.3%1.7%5.3%
OCT 1036.0%26.6%15.5%7.4%3.6%1.5%1.1%1.5%6.8%
OCT 1135.3%28.9%15.0%6.9%4.2%1.5%1.1%1.3%5.9%
OCT 1242.3%25.5%13.6%7.6%3.8%1.9%1.3%1.2%2.7%
OCT 1344.7%24.7%12.8%7.1%3.3%1.7%1.8%1.1%2.7%
OCT 1444.4%24.4%12.2%7.0%3.3%1.8%2.6%1.4%2.9%
OCT 1547.9%22.0%11.4%7.4%2.8%1.7%2.4%1.5%2.9%
OCT 1654.6%19.9%9.5%6.7%1.5%2.7%2.9%1.4%0.7%
OCT 1761.8%5.2%11.9%6.2%2.0%6.2%4.9%1.8%0.1%
OCT 1860.9%4.9%10.9%7.3%4.2%5.5%4.6%1.6%0.1%
OCT 1960.2%4.1%16.2%6.2%3.2%5.0%3.8%1.2%0.0%
OCT 2052.3%3.2%29.1%4.6%3.0%4.2%2.7%0.9%0.0%
OCT 2149.0%2.6%35.5%3.5%2.7%3.7%2.3%0.6%0.0%
  1. 01DeepSeek13T tokens49.0%
  2. 02MiniMax9.3T tokens35.5%
  3. 03Zhipu980B tokens3.7%
  4. 04Xiaomi931B tokens3.5%
  5. 05NVIDIA721B tokens2.7%
  6. 06Meta686B tokens2.6%
  8. 08Meituan162B tokens0.6%
  9. 09StepFun4.9B tokens0.0%

[*]OCT 21 2026

LEARN MOREMARKET SHARE▸

Geographic Breakdown

LEARN MOREGEO BREAKDOWN▸

Methodology. How this data is collected.

Updates
Aggregated every hour. Days and weeks use UTC.
Tokens
Input, output, reasoning, and cached tokens for each request.
Users and sessions
Approximate counts of distinct users and OpenCode sessions.
Cost
Session cost is the average cost per OpenCode session. Token prices are list prices from the OpenCode model catalog.
Retention
The share of a model's users in one week who use it again the next week.
Citation
Cite OpenCode Data (opencode.ai/data) with the update time shown at the top of the page.

Model Comparisons. Popular model pairs from the leaderboard.