diff --git a/packages/csv-parse/lib/api/index.js b/packages/csv-parse/lib/api/index.js
index 3f694d89..6cd8e3fe 100644
--- a/packages/csv-parse/lib/api/index.js
+++ b/packages/csv-parse/lib/api/index.js
@@ -2,6 +2,7 @@ import { normalize_columns_array } from "./normalize_columns_array.js";
 import { init_state } from "./init_state.js";
 import { normalize_options } from "./normalize_options.js";
 import { CsvError } from "./CsvError.js";
+import { delimiter_discover } from "../utils/delimiter_discover.js";
 
 const isRecordEmpty = function (record) {
   return record.every(
@@ -70,6 +71,7 @@ const transform = function (original_options = {}) {
       const {
         bom,
         comment_no_infix,
+        delimiter_auto,
         encoding,
         from_line,
         ltrim,
@@ -82,7 +84,45 @@ const transform = function (original_options = {}) {
         to_line,
       } = this.options;
       let { comment, escape, quote, record_delimiter } = this.options;
-      const { bomSkipped, previousBuf, rawBuffer, escapeIsQuote } = this.state;
+      const {
+        bomSkipped,
+        delimiterDiscovered,
+        delimiterBufPrevious,
+        rawBuffer,
+        escapeIsQuote,
+      } = this.state;
+      // Automatic delimiter discovery
+      if (!delimiterDiscovered && delimiter_auto) {
+        let delimiterBuf;
+        if (delimiterBufPrevious === undefined) {
+          delimiterBuf = nextBuf;
+        } else if (
+          delimiterBufPrevious !== undefined &&
+          nextBuf === undefined
+        ) {
+          delimiterBuf = delimiterBufPrevious;
+        } else {
+          delimiterBuf = Buffer.concat([delimiterBufPrevious, nextBuf]);
+        }
+        // Ensure that nextBuf is not concatenated a second time during buffer reconciliation
+        nextBuf = undefined;
+        // this.delimiterBufPrevious = delimiterBuf;
+        if (end || delimiterBuf.length > delimiter_auto.size) {
+          this.options.delimiter = [
+            Buffer.from(
+              delimiter_discover(delimiterBuf, this.options.delimiter_auto),
+            ),
+          ];
+          this.state.previousBuf = delimiterBuf;
+          this.state.delimiterBufPrevious = undefined;
+          this.state.delimiterDiscovered = true;
+        } else {
+          this.state.delimiterBufPrevious = delimiterBuf;
+          return;
+        }
+      }
+      // Previous buffers reconciliation
+      const { previousBuf } = this.state;
       let buf;
       if (previousBuf === undefined) {
         if (nextBuf === undefined) {
diff --git a/packages/csv-parse/lib/api/init_state.js b/packages/csv-parse/lib/api/init_state.js
index 0ce050c3..50b9e025 100644
--- a/packages/csv-parse/lib/api/init_state.js
+++ b/packages/csv-parse/lib/api/init_state.js
@@ -59,6 +59,8 @@ const init_state = function (options) {
     bufBytesStart: 0,
     castField: options.cast_function,
     commenting: false,
+    delimiterBufPrevious: undefined,
+    delimiterDiscovered: false,
     // Current error encountered by a record
     error: undefined,
     enabled: options.from_line === 1,
@@ -77,7 +79,11 @@ const init_state = function (options) {
       // Skip if the remaining buffer smaller than comment
       options.comment !== null ? options.comment.length : 0,
       // Skip if the remaining buffer can be delimiter
-      ...options.delimiter.map((delimiter) => delimiter.length),
+      ...(options.delimiter
+        ? options.delimiter.map((delimiter) => delimiter.length)
+        : []),
+      // Auto discovery of delimiter is limited to 1 character
+      options.delimiter_auto ? 1 : 0,
       // Skip if the remaining buffer can be escape sequence
       options.quote !== null ? options.quote.length : 0,
       // Skip if the remaining buffer can be a multi-byte trim character
diff --git a/packages/csv-parse/lib/api/normalize_options.js b/packages/csv-parse/lib/api/normalize_options.js
index 440addfd..dbfaed9b 100644
--- a/packages/csv-parse/lib/api/normalize_options.js
+++ b/packages/csv-parse/lib/api/normalize_options.js
@@ -1,6 +1,7 @@
 import { normalize_columns_array } from "./normalize_columns_array.js";
 import { CsvError } from "./CsvError.js";
 import { underscore } from "../utils/underscore.js";
+import { is_object } from "../utils/is_object.js";
 
 const normalize_options = function (opts) {
   const options = {};
@@ -190,25 +191,57 @@ const normalize_options = function (opts) {
       options,
     );
   }
-  // Normalize option `delimiter`
-  const delimiter_json = JSON.stringify(options.delimiter);
-  if (!Array.isArray(options.delimiter))
-    options.delimiter = [options.delimiter];
-  if (options.delimiter.length === 0) {
+  // Normalize option `delimiter_auto`
+  if (
+    options.delimiter_auto === undefined ||
+    options.delimiter_auto === null ||
+    options.delimiter_auto === false
+  ) {
+    options.delimiter_auto = false;
+  } else if (options.delimiter_auto === true) {
+    options.delimiter_auto = {};
+  } else if (!is_object(options.delimiter_auto)) {
     throw new CsvError(
-      "CSV_INVALID_OPTION_DELIMITER",
+      "CSV_INVALID_OPTION_DELIMITER_AUTO",
       [
-        "Invalid option delimiter:",
-        "delimiter must be a non empty string or buffer or array of string|buffer,",
-        `got ${delimiter_json}`,
+        "Invalid option delimiter_auto:",
+        "delimiter_auto must be a boolean or a configuration object,",
+        `got ${JSON.stringify(options.delimiter_auto)}`,
       ],
       options,
     );
   }
-  options.delimiter = options.delimiter.map(function (delimiter) {
-    if (delimiter === undefined || delimiter === null || delimiter === false) {
-      return Buffer.from(",", options.encoding);
+  if (options.delimiter_auto) {
+    options.delimiter_auto.preferred ??= {
+      [",".charCodeAt(0)]: 1.8,
+      ["\t".charCodeAt(0)]: 1.8,
+      [";".charCodeAt(0)]: 1.6,
+      [" ".charCodeAt(0)]: 1.6,
+      [":".charCodeAt(0)]: 1.5,
+      [".".charCodeAt(0)]: 1.4,
+      ["/".charCodeAt(0)]: 1.4,
+    };
+    options.delimiter_auto.score ??= (info, options) => {
+      return (info.total - info.std) * (options.preferred[info.char_code] ?? 1);
+    };
+    options.delimiter_auto.size ??= 2048;
+  }
+  // Normalize option `delimiter`
+  const delimiter_json = JSON.stringify(options.delimiter);
+  if (options.delimiter_auto) {
+    options.delimiter ??= [];
+  }
+  if (!Array.isArray(options.delimiter)) {
+    if (
+      options.delimiter === undefined ||
+      options.delimiter === null ||
+      options.delimiter === false
+    ) {
+      options.delimiter = Buffer.from(",", options.encoding);
     }
+    options.delimiter = [options.delimiter];
+  }
+  options.delimiter = options.delimiter.map(function (delimiter) {
     if (typeof delimiter === "string") {
       delimiter = Buffer.from(delimiter, options.encoding);
     }
diff --git a/packages/csv-parse/lib/index.d.ts b/packages/csv-parse/lib/index.d.ts
index f1d6bbf9..7119d61e 100644
--- a/packages/csv-parse/lib/index.d.ts
+++ b/packages/csv-parse/lib/index.d.ts
@@ -93,6 +93,12 @@ export type ColumnOption<K = string> =
   | false
   | { name: K };
 
+export interface OptionDelimiterAuto {
+  preferred: Record<string, number>;
+  score: () => number;
+  size: number;
+}
+
 export interface OptionsNormalized<T = string[], U = T> {
   auto_parse?: boolean | CastingFunction;
   auto_parse_date?: boolean | CastingDateFunction;
@@ -143,6 +149,10 @@ export interface OptionsNormalized<T = string[], U = T> {
    * Set the field delimiter. One character only, defaults to comma.
    */
   delimiter: Buffer[];
+  /**
+   * Discover the field delimiter.
+   */
+  delimiter_auto: OptionDelimiterAuto;
   /**
    * Set the source and destination encoding, a value of `null` returns buffer instead of strings.
    */
@@ -318,6 +328,10 @@ export interface Options<T = string[], U = T> {
    * Set the field delimiter. One character only, defaults to comma.
    */
   delimiter?: OptionsNormalized["delimiter"] | string | string[] | Buffer;
+  /**
+   * Discover the field delimiter
+   */
+  delimiter_auto?: boolean | Partial<OptionsNormalized["delimiter_auto"]>;
   /**
    * Set the source and destination encoding, a value of `null` returns buffer instead of strings.
    */
diff --git a/packages/csv-parse/lib/index.js b/packages/csv-parse/lib/index.js
index 0fd69eac..4aefe2a2 100644
--- a/packages/csv-parse/lib/index.js
+++ b/packages/csv-parse/lib/index.js
@@ -104,8 +104,6 @@ const parse = function () {
       options === undefined || options.objname === undefined
         ? []
         : Object.create(null);
-    // const records =
-    //   options === undefined || options.objname === undefined ? [] : {};
     parser.on("readable", function () {
       let record;
       while ((record = this.read()) !== null) {
@@ -143,4 +141,4 @@ const parse = function () {
   return parser;
 };
 
-export { parse, Parser, CsvError, normalize_options };
+export { CsvError, parse, Parser, normalize_options };
diff --git a/packages/csv-parse/lib/stream.d.ts b/packages/csv-parse/lib/stream.d.ts
index 2bddf336..7ba940ad 100644
--- a/packages/csv-parse/lib/stream.d.ts
+++ b/packages/csv-parse/lib/stream.d.ts
@@ -19,4 +19,5 @@ export {
   InfoField,
   CsvErrorCode,
   CsvError,
+  normalize_options,
 } from "./index.js";
diff --git a/packages/csv-parse/lib/stream.js b/packages/csv-parse/lib/stream.js
index aef0ed15..b74c902e 100644
--- a/packages/csv-parse/lib/stream.js
+++ b/packages/csv-parse/lib/stream.js
@@ -1,5 +1,6 @@
 import { TransformStream, CountQueuingStrategy } from "node:stream/web";
-import { transform } from "./api/index.js";
+import { CsvError, transform } from "./api/index.js";
+import { normalize_options } from "./api/normalize_options.js";
 
 const parse = (opts) => {
   const api = transform(opts);
@@ -33,4 +34,4 @@ const parse = (opts) => {
   );
 };
 
-export { parse };
+export { parse, CsvError, normalize_options };
diff --git a/packages/csv-parse/lib/sync.d.ts b/packages/csv-parse/lib/sync.d.ts
index 0b58066e..846b68fe 100644
--- a/packages/csv-parse/lib/sync.d.ts
+++ b/packages/csv-parse/lib/sync.d.ts
@@ -27,4 +27,5 @@ export {
   InfoField,
   CsvErrorCode,
   CsvError,
+  normalize_options,
 } from "./index.js";
diff --git a/packages/csv-parse/lib/sync.js b/packages/csv-parse/lib/sync.js
index 92c5abd5..c45eaf49 100644
--- a/packages/csv-parse/lib/sync.js
+++ b/packages/csv-parse/lib/sync.js
@@ -1,4 +1,5 @@
 import { CsvError, transform } from "./api/index.js";
+import { normalize_options } from "./api/normalize_options.js";
 
 const parse = function (data, opts = {}) {
   if (typeof data === "string") {
@@ -18,5 +19,4 @@ const parse = function (data, opts = {}) {
   return records;
 };
 
-export { parse };
-export { CsvError };
+export { parse, CsvError, normalize_options };
diff --git a/packages/csv-parse/lib/utils/delimiter_discover.js b/packages/csv-parse/lib/utils/delimiter_discover.js
new file mode 100644
index 00000000..5a2bb4ae
--- /dev/null
+++ b/packages/csv-parse/lib/utils/delimiter_discover.js
@@ -0,0 +1,65 @@
+import { normalize_options } from "../api/normalize_options.js";
+import { transform } from "../api/index.js";
+
+// Discussed in [issue #400](https://github.com/adaltas/node-csv/issues/400)
+// See https://github.com/python/cpython/blob/ea1b1c579f600cc85d145c60862b2e6b98701b24/Lib/csv.py#L349
+const delimiter_discover = function (records, options) {
+  // Normalize the configuration
+  if (!options) {
+    ({ delimiter_auto: options } = normalize_options({ delimiter_auto: true }));
+  }
+  // Convert String to Buffer
+  if (typeof records === "string") {
+    records = Buffer.from(records);
+  }
+  // Convert Buffer to an array of records
+  if (Buffer.isBuffer(records)) {
+    records = ((data) => {
+      const records = [];
+      const parser = transform({ delimiter: [] });
+      const push = (record) => records.push(record);
+      const close = () => {};
+      const error = parser.parse(data, true, push, close);
+      if (error !== undefined) throw error;
+      return records;
+    })(records);
+  }
+  // Info array initialization, 127 entries, one per char code
+  const info = Array(127)
+    .fill()
+    .map(() => ({ lines: [] }));
+  // Traverse each records, count occurences per char code
+  records.map(([record], line) => {
+    for (let i = 0, l = record.length; i < l; i++) {
+      // Count the character frequency
+      const code = record.charCodeAt(i);
+      info[code].lines[line] ??= 0;
+      info[code].lines[line]++;
+    }
+  });
+  // Traverse each char code, compute the score
+  info.map((info, i) => {
+    info.char_code = i;
+    info.std = std(info.lines);
+    info.total = info.lines.reduce((acc, val) => acc + val, 0);
+    info.preferred = !!options.preferred[i];
+    info.score = options.score(info, options);
+  });
+  // Extract the dominant character
+  const result = info.reduce(
+    (acc, info) => (acc.score > info.score ? acc : info),
+    {},
+  );
+  return String.fromCharCode(result.char_code);
+};
+
+const std = function (array) {
+  const n = array.length;
+  if (n === 0) return 0;
+  const mean = array.reduce((a, b) => a + b) / n;
+  return Math.sqrt(
+    array.map((x) => Math.pow(x - mean, 2)).reduce((a, b) => a + b) / n,
+  );
+};
+
+export { delimiter_discover };
diff --git a/packages/csv-parse/test/api.stream.finished.ts b/packages/csv-parse/test/api.stream.finished.ts
index 43bae666..14d509bd 100644
--- a/packages/csv-parse/test/api.stream.finished.ts
+++ b/packages/csv-parse/test/api.stream.finished.ts
@@ -56,7 +56,6 @@ describe("API stream.finished", function () {
       }
     });
     await stream.finished(parser);
-    console.log(records);
     records.length.should.eql(3);
   });
 
diff --git a/packages/csv-parse/test/api.types.ts b/packages/csv-parse/test/api.types.ts
index e7b6d4db..1f9276d8 100644
--- a/packages/csv-parse/test/api.types.ts
+++ b/packages/csv-parse/test/api.types.ts
@@ -38,6 +38,7 @@ describe("API Types", function () {
           "comment",
           "comment_no_infix",
           "delimiter",
+          "delimiter_auto",
           "encoding",
           "escape",
           "from",
diff --git a/packages/csv-parse/test/option.delimiter.ts b/packages/csv-parse/test/option.delimiter.ts
index 9e8f11d1..4663eca5 100644
--- a/packages/csv-parse/test/option.delimiter.ts
+++ b/packages/csv-parse/test/option.delimiter.ts
@@ -1,10 +1,14 @@
 import "should";
-import { parse } from "../lib/index.js";
+import { parse, normalize_options } from "../lib/index.js";
 
 describe("Option `delimiter`", function () {
   it("validation", function () {
     parse("", { delimiter: "," }, () => {});
-    parse("", { delimiter: [",", ","] }, () => {});
+    normalize_options({ delimiter: [] }).delimiter.should.eql([]);
+    normalize_options({ delimiter: [".", ","] }).delimiter.should.eql([
+      Buffer.from("."),
+      Buffer.from(","),
+    ]);
     parse("", { delimiter: Buffer.from(",") }, () => {});
     parse("", { delimiter: [Buffer.from(","), Buffer.from(",")] }, () => {});
     (() => {
@@ -21,13 +25,6 @@ describe("Option `delimiter`", function () {
         'Invalid option delimiter: delimiter must be a non empty string or buffer or array of string|buffer, got {"type":"Buffer","data":[]}',
       code: "CSV_INVALID_OPTION_DELIMITER",
     });
-    (() => {
-      parse("", { delimiter: [] }, () => {});
-    }).should.throw({
-      message:
-        "Invalid option delimiter: delimiter must be a non empty string or buffer or array of string|buffer, got []",
-      code: "CSV_INVALID_OPTION_DELIMITER",
-    });
     (() => {
       parse("", { delimiter: [""] }, () => {});
     }).should.throw({
@@ -59,6 +56,19 @@ describe("Option `delimiter`", function () {
     parser.end();
   });
 
+  it("default to comma", function () {
+    const options = normalize_options({});
+    options.delimiter.should.eql([Buffer.from(",")]);
+  });
+
+  it("empty array create a single field", function (next) {
+    parse("abc,,123,\n,def,,", { delimiter: [] }, (err, records) => {
+      if (err) return next(err);
+      records.should.eql([["abc,,123,"], [",def,,"]]);
+      next();
+    });
+  });
+
   it("using default comma", function (next) {
     parse("abc,,123,\n,def,,", (err, records) => {
       if (err) return next(err);
diff --git a/packages/csv-parse/test/option.delimiter_auto.ts b/packages/csv-parse/test/option.delimiter_auto.ts
new file mode 100644
index 00000000..4bd7e1f8
--- /dev/null
+++ b/packages/csv-parse/test/option.delimiter_auto.ts
@@ -0,0 +1,113 @@
+import should from "should";
+import { parse, normalize_options } from "../lib/index.js";
+import { parse as parse_sync } from "../lib/sync.js";
+
+describe("Option `delimiter_auto`", function () {
+  it("validation", function () {
+    parse("", { delimiter_auto: true }, () => {});
+    parse("", { delimiter_auto: false }, () => {});
+  });
+
+  it("default to false", function () {
+    const options = normalize_options({});
+    options.delimiter_auto.should.eql(false);
+    options.delimiter.should.eql([Buffer.from(",")]);
+  });
+
+  it("set delimiter to empty array when true", function () {
+    const options = normalize_options({ delimiter_auto: true });
+    options.delimiter_auto.should.match({
+      preferred: (it: object) => it.should.be.an.Object(),
+      score: (it: () => void) => it.should.be.a.Function(),
+    });
+    should(options.delimiter).eql([]);
+  });
+
+  it("sync empty", function () {
+    parse_sync("", {
+      delimiter_auto: true,
+    }).should.eql([]);
+  });
+
+  it("sync small", function () {
+    parse_sync("a.b,c.d\ne,f.g.h", {
+      delimiter_auto: true,
+    }).should.eql([
+      ["a", "b,c", "d"],
+      ["e,f", "g", "h"],
+    ]);
+  });
+
+  it("stream smaller than size", function (next) {
+    let content = "";
+    for (let i = 0; i < 10; i++) {
+      content += i + ":abc:def:hij:klm:nop:qrs:tuv:wxyz" + "\n";
+    }
+    // Size is greater than the max discovery size
+    const options = normalize_options({ delimiter_auto: true });
+    content.length.should.be.lessThan(options.delimiter_auto.size);
+    // Data parsing
+    const parser = parse({ delimiter_auto: true }, (err, data) => {
+      if (err) return next(err);
+      data
+        .map((r) => r.join(":"))
+        .join("\n")
+        .should.eql(content.trim());
+      next();
+    });
+    // Data writing
+    for (let i = 0; i < content.length; i++) {
+      parser.write(content.slice(i, i + 1));
+    }
+    parser.end();
+  });
+
+  it("stream greater than size small version", function (next) {
+    let content = "";
+    for (let i = 0; i < 3; i++) {
+      content += i + ":abc:def:hij" + "\n";
+    }
+    // Size is greater than the max discovery size
+    const options = normalize_options({ delimiter_auto: { size: 20 } });
+    content.length.should.be.greaterThan(options.delimiter_auto.size);
+    // Data parsing
+    const parser = parse({ delimiter_auto: { size: 20 } }, (err, data) => {
+      if (err) return next(err);
+      data
+        .map((r) => r.join(":"))
+        .join("\n")
+        .should.eql(content.trim());
+      next();
+    });
+    // Data writing
+    for (let i = 0; i < content.length; i++) {
+      parser.write(content.slice(i, i + 1));
+      // process.stdout.write(content.slice(i, i + 1));
+    }
+    parser.end();
+  });
+
+  it("stream greater than size large version", function (next) {
+    let content = "";
+    for (let i = 0; i < 100; i++) {
+      content += i + ":abc:def:hij:klm:nop:qrs:tuv:wxyz" + "\n";
+    }
+    // Size is greater than the max discovery size
+    const options = normalize_options({ delimiter_auto: true });
+    content.length.should.be.greaterThan(options.delimiter_auto.size);
+    // Data parsing
+    const parser = parse({ delimiter_auto: true }, (err, data) => {
+      if (err) return next(err);
+      data
+        .map((r) => r.join(":"))
+        .join("\n")
+        .should.eql(content.trim());
+      next();
+    });
+    // Data writing
+    for (let i = 0; i < content.length; i++) {
+      parser.write(content.slice(i, i + 1));
+    }
+    parser.end();
+  });
+});
diff --git a/packages/csv-parse/test/ResizableBuffer.js b/packages/csv-parse/test/utils.ResizableBuffer.js
similarity index 100%
rename from packages/csv-parse/test/ResizableBuffer.js
rename to packages/csv-parse/test/utils.ResizableBuffer.js
diff --git a/packages/csv-parse/test/utils.delimiter_discover.js b/packages/csv-parse/test/utils.delimiter_discover.js
new file mode 100644
index 00000000..4157fb8d
--- /dev/null
+++ b/packages/csv-parse/test/utils.delimiter_discover.js
@@ -0,0 +1,31 @@
+import "should";
+import { delimiter_discover } from "../lib/utils/delimiter_discover.js";
+
+describe("Option `delimiter_auto`", function () {
+  it("dominent characters has the most occurences", function () {
+    // There is more `.` than `,`
+    delimiter_discover("a.b,c.d\ne,f.g.h").should.eql(".");
+    delimiter_discover([["a.b,c.d"], ["e,f.g.h"]]).should.eql(".");
+  });
+
+  it("dominent characters has a smaller deviance", function () {
+    // There is more `x` than `.` but `.` has always 2 occurrences
+    delimiter_discover("xa.xb,c.d\nxe,xf.g.h\nxe,xf.xg.h").should.eql(".");
+    delimiter_discover([
+      ["xa.xb,c.d"],
+      ["xe,xf.g.h"],
+      ["xe,xf.xg.h"],
+    ]).should.eql(".");
+  });
+
+  it("dominent characters are boosted if prefered", function () {
+    // `,` is more boosted than `.`
+    delimiter_discover("1,a.b,c.d\n2,e,f.g.h").should.eql(",");
+    delimiter_discover([["1,a.b,c.d"], ["2,e,f.g.h"]]).should.eql(",");
+  });
+
+  it("handle inconsistent field length", function () {
+    delimiter_discover("1,a.b,c.d\n2,e\n3,f,g").should.eql(",");
+    delimiter_discover([["1,a.b,c.d"], ["2,e"], ["3,f,g"]]).should.eql(",");
+  });
+});